License_Plate_Detection.ipynb

{"cells":[{"cell_type":"code","source":["!python -m pip install paddlepaddle-gpu==2.4.0.post112 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html\n","!pip install \"paddleocr>=2.0.1\""],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ihrPckCDLM4n","executionInfo":{"status":"ok","timestamp":1669609378212,"user_tz":-330,"elapsed":118629,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"54ddfafb-b446-4229-efb4-8136f6ebc49a"},"execution_count":1,"outputs":[{"output_type":"stream","name":"stdout","text":["Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Looking in links: https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html\n","Collecting paddlepaddle-gpu==2.4.0.post112\n","  Downloading https://paddle-wheel.bj.bcebos.com/2.4.0/linux/linux-gpu-cuda11.2-cudnn8-mkl-gcc8.2-avx/paddlepaddle_gpu-2.4.0.post112-cp37-cp37m-linux_x86_64.whl (547.9 MB)\n","\u001b[K     |████████████████████████████████| 547.9 MB 17 kB/s \n","\u001b[?25hRequirement already satisfied: decorator in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (4.4.2)\n","Requirement already satisfied: opt-einsum==3.3.0 in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (3.3.0)\n","Requirement already satisfied: astor in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (0.8.1)\n","Requirement already satisfied: numpy>=1.13 in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (1.21.6)\n","Requirement already satisfied: Pillow in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (7.1.2)\n","Requirement already satisfied: protobuf<=3.20.0,>=3.1.0 in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (3.19.6)\n","Requirement already satisfied: requests>=2.20.0 in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (2.23.0)\n","Requirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from paddlepaddle-gpu==2.4.0.post112) (1.15.0)\n","Collecting paddle-bfloat==0.1.7\n","  Downloading paddle_bfloat-0.1.7-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (394 kB)\n","\u001b[K     |████████████████████████████████| 394 kB 15.0 MB/s \n","\u001b[?25hRequirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20.0->paddlepaddle-gpu==2.4.0.post112) (2.10)\n","Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20.0->paddlepaddle-gpu==2.4.0.post112) (3.0.4)\n","Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20.0->paddlepaddle-gpu==2.4.0.post112) (1.24.3)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests>=2.20.0->paddlepaddle-gpu==2.4.0.post112) (2022.9.24)\n","Installing collected packages: paddle-bfloat, paddlepaddle-gpu\n","Successfully installed paddle-bfloat-0.1.7 paddlepaddle-gpu-2.4.0.post112\n","Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Collecting paddleocr>=2.0.1\n","  Downloading paddleocr-2.6.1.1-py3-none-any.whl (411 kB)\n","\u001b[K     |████████████████████████████████| 411 kB 15.3 MB/s \n","\u001b[?25hRequirement already satisfied: imgaug in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (0.4.0)\n","Collecting PyMuPDF<1.21.0\n","  Downloading PyMuPDF-1.20.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (8.8 MB)\n","\u001b[K     |████████████████████████████████| 8.8 MB 62.9 MB/s \n","\u001b[?25hRequirement already satisfied: cython in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (0.29.32)\n","Collecting premailer\n","  Downloading premailer-3.10.0-py2.py3-none-any.whl (19 kB)\n","Collecting pdf2docx\n","  Downloading pdf2docx-0.5.6-py3-none-any.whl (148 kB)\n","\u001b[K     |████████████████████████████████| 148 kB 57.8 MB/s \n","\u001b[?25hRequirement already satisfied: scikit-image in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (0.18.3)\n","Collecting attrdict\n","  Downloading attrdict-2.0.1-py2.py3-none-any.whl (9.9 kB)\n","Requirement already satisfied: tqdm in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (4.64.1)\n","Requirement already satisfied: lmdb in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (0.99)\n","Requirement already satisfied: lxml in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (4.9.1)\n","Collecting python-docx\n","  Downloading python-docx-0.8.11.tar.gz (5.6 MB)\n","\u001b[K     |████████████████████████████████| 5.6 MB 53.9 MB/s \n","\u001b[?25hCollecting fire>=0.3.0\n","  Downloading fire-0.4.0.tar.gz (87 kB)\n","\u001b[K     |████████████████████████████████| 87 kB 8.0 MB/s \n","\u001b[?25hCollecting pyclipper\n","  Downloading pyclipper-1.3.0.post4-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (604 kB)\n","\u001b[K     |████████████████████████████████| 604 kB 64.7 MB/s \n","\u001b[?25hRequirement already satisfied: openpyxl in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (3.0.10)\n","Collecting visualdl\n","  Downloading visualdl-2.4.1-py3-none-any.whl (4.9 MB)\n","\u001b[K     |████████████████████████████████| 4.9 MB 56.0 MB/s \n","\u001b[?25hRequirement already satisfied: opencv-python in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (4.6.0.66)\n","Requirement already satisfied: numpy in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (1.21.6)\n","Requirement already satisfied: beautifulsoup4 in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (4.6.3)\n","Requirement already satisfied: opencv-contrib-python in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (4.6.0.66)\n","Requirement already satisfied: shapely in /usr/local/lib/python3.7/dist-packages (from paddleocr>=2.0.1) (1.8.5.post1)\n","Collecting rapidfuzz\n","  Downloading rapidfuzz-2.13.2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (2.2 MB)\n","\u001b[K     |████████████████████████████████| 2.2 MB 55.8 MB/s \n","\u001b[?25hCollecting fonttools>=4.24.0\n","  Downloading fonttools-4.38.0-py3-none-any.whl (965 kB)\n","\u001b[K     |████████████████████████████████| 965 kB 66.4 MB/s \n","\u001b[?25hRequirement already satisfied: six in /usr/local/lib/python3.7/dist-packages (from fire>=0.3.0->paddleocr>=2.0.1) (1.15.0)\n","Requirement already satisfied: termcolor in /usr/local/lib/python3.7/dist-packages (from fire>=0.3.0->paddleocr>=2.0.1) (2.1.0)\n","Requirement already satisfied: scipy in /usr/local/lib/python3.7/dist-packages (from imgaug->paddleocr>=2.0.1) (1.7.3)\n","Requirement already satisfied: Pillow in /usr/local/lib/python3.7/dist-packages (from imgaug->paddleocr>=2.0.1) (7.1.2)\n","Requirement already satisfied: matplotlib in /usr/local/lib/python3.7/dist-packages (from imgaug->paddleocr>=2.0.1) (3.2.2)\n","Requirement already satisfied: imageio in /usr/local/lib/python3.7/dist-packages (from imgaug->paddleocr>=2.0.1) (2.9.0)\n","Requirement already satisfied: tifffile>=2019.7.26 in /usr/local/lib/python3.7/dist-packages (from scikit-image->paddleocr>=2.0.1) (2021.11.2)\n","Requirement already satisfied: PyWavelets>=1.1.1 in /usr/local/lib/python3.7/dist-packages (from scikit-image->paddleocr>=2.0.1) (1.3.0)\n","Requirement already satisfied: networkx>=2.0 in /usr/local/lib/python3.7/dist-packages (from scikit-image->paddleocr>=2.0.1) (2.6.3)\n","Requirement already satisfied: python-dateutil>=2.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->imgaug->paddleocr>=2.0.1) (2.8.2)\n","Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->imgaug->paddleocr>=2.0.1) (3.0.9)\n","Requirement already satisfied: cycler>=0.10 in /usr/local/lib/python3.7/dist-packages (from matplotlib->imgaug->paddleocr>=2.0.1) (0.11.0)\n","Requirement already satisfied: kiwisolver>=1.0.1 in /usr/local/lib/python3.7/dist-packages (from matplotlib->imgaug->paddleocr>=2.0.1) (1.4.4)\n","Requirement already satisfied: typing-extensions in /usr/local/lib/python3.7/dist-packages (from kiwisolver>=1.0.1->matplotlib->imgaug->paddleocr>=2.0.1) (4.1.1)\n","Requirement already satisfied: et-xmlfile in /usr/local/lib/python3.7/dist-packages (from openpyxl->paddleocr>=2.0.1) (1.1.0)\n","Collecting cssselect\n","  Downloading cssselect-1.2.0-py2.py3-none-any.whl (18 kB)\n","Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from premailer->paddleocr>=2.0.1) (2.23.0)\n","Requirement already satisfied: cachetools in /usr/local/lib/python3.7/dist-packages (from premailer->paddleocr>=2.0.1) (5.2.0)\n","Collecting cssutils\n","  Downloading cssutils-2.6.0-py3-none-any.whl (399 kB)\n","\u001b[K     |████████████████████████████████| 399 kB 62.7 MB/s \n","\u001b[?25hRequirement already satisfied: importlib-metadata in /usr/local/lib/python3.7/dist-packages (from cssutils->premailer->paddleocr>=2.0.1) (4.13.0)\n","Requirement already satisfied: zipp>=0.5 in /usr/local/lib/python3.7/dist-packages (from importlib-metadata->cssutils->premailer->paddleocr>=2.0.1) (3.10.0)\n","Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->premailer->paddleocr>=2.0.1) (3.0.4)\n","Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->premailer->paddleocr>=2.0.1) (2.10)\n","Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->premailer->paddleocr>=2.0.1) (1.24.3)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->premailer->paddleocr>=2.0.1) (2022.9.24)\n","Collecting multiprocess\n","  Downloading multiprocess-0.70.14-py37-none-any.whl (115 kB)\n","\u001b[K     |████████████████████████████████| 115 kB 61.5 MB/s \n","\u001b[?25hRequirement already satisfied: pandas in /usr/local/lib/python3.7/dist-packages (from visualdl->paddleocr>=2.0.1) (1.3.5)\n","Requirement already satisfied: flask>=1.1.1 in /usr/local/lib/python3.7/dist-packages (from visualdl->paddleocr>=2.0.1) (1.1.4)\n","Requirement already satisfied: packaging in /usr/local/lib/python3.7/dist-packages (from visualdl->paddleocr>=2.0.1) (21.3)\n","Requirement already satisfied: protobuf>=3.11.0 in /usr/local/lib/python3.7/dist-packages (from visualdl->paddleocr>=2.0.1) (3.19.6)\n","Collecting Flask-Babel>=1.0.0\n","  Downloading Flask_Babel-2.0.0-py3-none-any.whl (9.3 kB)\n","Collecting bce-python-sdk\n","  Downloading bce_python_sdk-0.8.74-py3-none-any.whl (204 kB)\n","\u001b[K     |████████████████████████████████| 204 kB 58.4 MB/s \n","\u001b[?25hRequirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from flask>=1.1.1->visualdl->paddleocr>=2.0.1) (7.1.2)\n","Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from flask>=1.1.1->visualdl->paddleocr>=2.0.1) (1.1.0)\n","Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from flask>=1.1.1->visualdl->paddleocr>=2.0.1) (2.11.3)\n","Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from flask>=1.1.1->visualdl->paddleocr>=2.0.1) (1.0.1)\n","Requirement already satisfied: Babel>=2.3 in /usr/local/lib/python3.7/dist-packages (from Flask-Babel>=1.0.0->visualdl->paddleocr>=2.0.1) (2.11.0)\n","Requirement already satisfied: pytz in /usr/local/lib/python3.7/dist-packages (from Flask-Babel>=1.0.0->visualdl->paddleocr>=2.0.1) (2022.6)\n","Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->flask>=1.1.1->visualdl->paddleocr>=2.0.1) (2.0.1)\n","Requirement already satisfied: future>=0.6.0 in /usr/local/lib/python3.7/dist-packages (from bce-python-sdk->visualdl->paddleocr>=2.0.1) (0.16.0)\n","Collecting pycryptodome>=3.8.0\n","  Downloading pycryptodome-3.16.0-cp35-abi3-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_12_x86_64.manylinux2010_x86_64.whl (2.3 MB)\n","\u001b[K     |████████████████████████████████| 2.3 MB 55.8 MB/s \n","\u001b[?25hRequirement already satisfied: dill>=0.3.6 in /usr/local/lib/python3.7/dist-packages (from multiprocess->visualdl->paddleocr>=2.0.1) (0.3.6)\n","Building wheels for collected packages: fire, python-docx\n","  Building wheel for fire (setup.py) ... \u001b[?25l\u001b[?25hdone\n","  Created wheel for fire: filename=fire-0.4.0-py2.py3-none-any.whl size=115943 sha256=ff56098cb8f8b0b0f7809c3a877829ea1884499cb46e598d3e1a58d4bb13e555\n","  Stored in directory: /root/.cache/pip/wheels/8a/67/fb/2e8a12fa16661b9d5af1f654bd199366799740a85c64981226\n","  Building wheel for python-docx (setup.py) ... \u001b[?25l\u001b[?25hdone\n","  Created wheel for python-docx: filename=python_docx-0.8.11-py3-none-any.whl size=184505 sha256=7276eba87649d6a39a8e797eab092e69e1beadbecb49803447cb95c4da0d27fd\n","  Stored in directory: /root/.cache/pip/wheels/f6/6f/b9/d798122a8b55b74ad30b5f52b01482169b445fbb84a11797a6\n","Successfully built fire python-docx\n","Installing collected packages: pycryptodome, python-docx, PyMuPDF, multiprocess, fonttools, Flask-Babel, fire, cssutils, cssselect, bce-python-sdk, visualdl, rapidfuzz, pyclipper, premailer, pdf2docx, attrdict, paddleocr\n","Successfully installed Flask-Babel-2.0.0 PyMuPDF-1.20.2 attrdict-2.0.1 bce-python-sdk-0.8.74 cssselect-1.2.0 cssutils-2.6.0 fire-0.4.0 fonttools-4.38.0 multiprocess-0.70.14 paddleocr-2.6.1.1 pdf2docx-0.5.6 premailer-3.10.0 pyclipper-1.3.0.post4 pycryptodome-3.16.0 python-docx-0.8.11 rapidfuzz-2.13.2 visualdl-2.4.1\n"]}]},{"cell_type":"code","execution_count":2,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":23205,"status":"ok","timestamp":1669609409808,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"},"user_tz":-330},"id":"I26n0ElSuxLj","outputId":"04b9341b-1671-473f-d4db-fbe55224e644"},"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /content/drive\n"]}],"source":["from google.colab import drive\n","drive.mount('/content/drive')"]},{"cell_type":"code","execution_count":3,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"elapsed":7,"status":"ok","timestamp":1669609409809,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"},"user_tz":-330},"id":"3Ae-IeDrvHEf","outputId":"763b0621-d440-4df8-b42e-3291fb291034"},"outputs":[{"output_type":"stream","name":"stdout","text":["/content/drive/MyDrive/ANPR_system\n"]}],"source":["%cd /content/drive/MyDrive/ANPR_system"]},{"cell_type":"code","source":["import torch\n","torch.cuda.is_available()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"PWgecaHHJB_Z","executionInfo":{"status":"ok","timestamp":1669609412060,"user_tz":-330,"elapsed":2256,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"cefbe6c9-f7b1-4548-d0a6-e89a64520050"},"execution_count":4,"outputs":[{"output_type":"execute_result","data":{"text/plain":["True"]},"metadata":{},"execution_count":4}]},{"cell_type":"code","source":["!nvidia-smi"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"pl457m9dGUlk","executionInfo":{"status":"ok","timestamp":1669609412061,"user_tz":-330,"elapsed":7,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"eb2cc555-fba8-40ac-dd4a-47d7fbf5d33b"},"execution_count":5,"outputs":[{"output_type":"stream","name":"stdout","text":["Mon Nov 28 04:23:31 2022       \n","+-----------------------------------------------------------------------------+\n","| NVIDIA-SMI 460.32.03    Driver Version: 460.32.03    CUDA Version: 11.2     |\n","|-------------------------------+----------------------+----------------------+\n","| GPU  Name        Persistence-M| Bus-Id        Disp.A | Volatile Uncorr. ECC |\n","| Fan  Temp  Perf  Pwr:Usage/Cap|         Memory-Usage | GPU-Util  Compute M. |\n","|                               |                      |               MIG M. |\n","|===============================+======================+======================|\n","|   0  Tesla T4            Off  | 00000000:00:04.0 Off |                    0 |\n","| N/A   53C    P8    10W /  70W |      3MiB / 15109MiB |      0%      Default |\n","|                               |                      |                  N/A |\n","+-------------------------------+----------------------+----------------------+\n","                                                                               \n","+-----------------------------------------------------------------------------+\n","| Processes:                                                                  |\n","|  GPU   GI   CI        PID   Type   Process name                  GPU Memory |\n","|        ID   ID                                                   Usage      |\n","|=============================================================================|\n","|  No running processes found                                                 |\n","+-----------------------------------------------------------------------------+\n"]}]},{"cell_type":"code","source":["from paddleocr import PaddleOCR\n","ocr = PaddleOCR(lang='en')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"TBaT7TC1JB89","executionInfo":{"status":"ok","timestamp":1669609469851,"user_tz":-330,"elapsed":57793,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"e316e7ab-1dfc-4903-bc5c-eb09dbbf2ebb"},"execution_count":6,"outputs":[{"output_type":"stream","name":"stdout","text":["download https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_det_infer.tar to /root/.paddleocr/whl/det/en/en_PP-OCRv3_det_infer/en_PP-OCRv3_det_infer.tar\n"]},{"output_type":"stream","name":"stderr","text":["100%|██████████| 4.00M/4.00M [00:10<00:00, 371kiB/s] \n"]},{"output_type":"stream","name":"stdout","text":["download https://paddleocr.bj.bcebos.com/PP-OCRv3/english/en_PP-OCRv3_rec_infer.tar to /root/.paddleocr/whl/rec/en/en_PP-OCRv3_rec_infer/en_PP-OCRv3_rec_infer.tar\n"]},{"output_type":"stream","name":"stderr","text":["100%|██████████| 9.96M/9.96M [00:18<00:00, 530kiB/s] \n"]},{"output_type":"stream","name":"stdout","text":["download https://paddleocr.bj.bcebos.com/dygraph_v2.0/ch/ch_ppocr_mobile_v2.0_cls_infer.tar to /root/.paddleocr/whl/cls/ch_ppocr_mobile_v2.0_cls_infer/ch_ppocr_mobile_v2.0_cls_infer.tar\n"]},{"output_type":"stream","name":"stderr","text":["100%|██████████| 2.19M/2.19M [00:12<00:00, 170kiB/s]"]},{"output_type":"stream","name":"stdout","text":["[2022/11/28 04:24:22] ppocr DEBUG: Namespace(alpha=1.0, benchmark=False, beta=1.0, cls_batch_num=6, cls_image_shape='3, 48, 192', cls_model_dir='/root/.paddleocr/whl/cls/ch_ppocr_mobile_v2.0_cls_infer', cls_thresh=0.9, cpu_threads=10, crop_res_save_dir='./output', det=True, det_algorithm='DB', det_box_type='quad', det_db_box_thresh=0.6, det_db_score_mode='fast', det_db_thresh=0.3, det_db_unclip_ratio=1.5, det_east_cover_thresh=0.1, det_east_nms_thresh=0.2, det_east_score_thresh=0.8, det_limit_side_len=960, det_limit_type='max', det_model_dir='/root/.paddleocr/whl/det/en/en_PP-OCRv3_det_infer', det_pse_box_thresh=0.85, det_pse_min_area=16, det_pse_scale=1, det_pse_thresh=0, det_sast_nms_thresh=0.2, det_sast_score_thresh=0.5, draw_img_save_dir='./inference_results', drop_score=0.5, e2e_algorithm='PGNet', e2e_char_dict_path='./ppocr/utils/ic15_dict.txt', e2e_limit_side_len=768, e2e_limit_type='max', e2e_model_dir=None, e2e_pgnet_mode='fast', e2e_pgnet_score_thresh=0.5, e2e_pgnet_valid_set='totaltext', enable_mkldnn=False, fourier_degree=5, gpu_mem=500, help='==SUPPRESS==', image_dir=None, image_orientation=False, ir_optim=True, kie_algorithm='LayoutXLM', label_list=['0', '180'], lang='en', layout=True, layout_dict_path=None, layout_model_dir=None, layout_nms_threshold=0.5, layout_score_threshold=0.5, max_batch_size=10, max_text_length=25, merge_no_span_structure=True, min_subgraph_size=15, mode='structure', ocr=True, ocr_order_method=None, ocr_version='PP-OCRv3', output='./output', page_num=0, precision='fp32', process_id=0, re_model_dir=None, rec=True, rec_algorithm='SVTR_LCNet', rec_batch_num=6, rec_char_dict_path='/usr/local/lib/python3.7/dist-packages/paddleocr/ppocr/utils/en_dict.txt', rec_image_inverse=True, rec_image_shape='3, 48, 320', rec_model_dir='/root/.paddleocr/whl/rec/en/en_PP-OCRv3_rec_infer', recovery=False, save_crop_res=False, save_log_path='./log_output/', scales=[8, 16, 32], ser_dict_path='../train_data/XFUND/class_list_xfun.txt', ser_model_dir=None, show_log=True, sr_batch_num=1, sr_image_shape='3, 32, 128', sr_model_dir=None, structure_version='PP-StructureV2', table=True, table_algorithm='TableAttn', table_char_dict_path=None, table_max_len=488, table_model_dir=None, total_process_num=1, type='ocr', use_angle_cls=False, use_dilation=False, use_gpu=True, use_mp=False, use_npu=False, use_onnx=False, use_pdf2docx_api=False, use_pdserving=False, use_space_char=True, use_tensorrt=False, use_visual_backbone=True, use_xpu=False, vis_font_path='./doc/fonts/simfang.ttf', warmup=False)\n"]},{"output_type":"stream","name":"stderr","text":["\n"]}]},{"cell_type":"code","source":["res = ocr.ocr('Test/IMG20211207080504.jpeg')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":0},"id":"izVW2pGJP8e8","executionInfo":{"status":"error","timestamp":1669609477491,"user_tz":-330,"elapsed":7655,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"6f29eb2b-8be9-4ea3-f0e4-3c0948afffdc"},"execution_count":7,"outputs":[{"output_type":"stream","name":"stdout","text":["[2022/11/28 04:24:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/28 04:24:33] ppocr DEBUG: dt_boxes num : 7, elapse : 4.7912678718566895\n"]},{"output_type":"error","ename":"OSError","evalue":"ignored","traceback":["\u001b[0;31m---------------------------------------------------------------------------\u001b[0m","\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)","\u001b[0;32m<ipython-input-7-7f5c698223b1>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mres\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mocr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mocr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Test/IMG20211207080504.jpeg'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m","\u001b[0;32m/usr/local/lib/python3.7/dist-packages/paddleocr/paddleocr.py\u001b[0m in \u001b[0;36mocr\u001b[0;34m(self, img, det, rec, cls)\u001b[0m\n\u001b[1;32m    532\u001b[0m             \u001b[0mocr_res\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    533\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0midx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimg\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimgs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 534\u001b[0;31m                 \u001b[0mdt_boxes\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mrec_res\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__call__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcls\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    535\u001b[0m                 tmp_res = [[box.tolist(), res]\n\u001b[1;32m    536\u001b[0m                            for box, res in zip(dt_boxes, rec_res)]\n","\u001b[0;32m/usr/local/lib/python3.7/dist-packages/paddleocr/tools/infer/predict_system.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, img, cls)\u001b[0m\n\u001b[1;32m     93\u001b[0m                 len(img_crop_list), elapse))\n\u001b[1;32m     94\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 95\u001b[0;31m         \u001b[0mrec_res\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0melapse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtext_recognizer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimg_crop_list\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     96\u001b[0m         \u001b[0mtime_dict\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'rec'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0melapse\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     97\u001b[0m         logger.debug(\"rec_res num  : {}, elapse : {}\".format(\n","\u001b[0;32m/usr/local/lib/python3.7/dist-packages/paddleocr/tools/infer/predict_rec.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, img_list)\u001b[0m\n\u001b[1;32m    606\u001b[0m                 \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    607\u001b[0m                     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minput_tensor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcopy_from_cpu\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnorm_img_batch\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 608\u001b[0;31m                     \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpredictor\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    609\u001b[0m                     \u001b[0moutputs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    610\u001b[0m                     \u001b[0;32mfor\u001b[0m \u001b[0moutput_tensor\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0moutput_tensors\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n","\u001b[0;31mOSError\u001b[0m: (External) CUBLAS error(15). \n  [Hint: Please search for the error code(15) on website (https://docs.nvidia.com/cuda/cublas/index.html#cublasstatus_t) to get Nvidia's official solution and advice about CUBLAS Error.] (at /paddle/paddle/phi/kernels/funcs/blas/blas_impl.cu.h:35)\n  [operator < fc > error]"]}]},{"cell_type":"code","source":["res[0][0][0]"],"metadata":{"id":"Dl8a9gauQGhK","executionInfo":{"status":"aborted","timestamp":1669609231034,"user_tz":-330,"elapsed":11,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}}},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["import cv2\n","import time\n","import re\n","import numpy as np\n","import matplotlib.pyplot as plt\n","\n","OCR_TH = 0.2\n"," \n","# Text parameters.\n","FONT_FACE = cv2.FONT_HERSHEY_SIMPLEX\n","FONT_SCALE = 0.7\n","THICKNESS = 1\n"," \n","# Colors.\n","BLACK  = (0,0,0)\n","BLUE   = (255,178,50)\n","YELLOW = (0,255,255)"],"metadata":{"id":"yIVJtu5DLIeP","executionInfo":{"status":"aborted","timestamp":1669609231035,"user_tz":-330,"elapsed":11,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}}},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["%matplotlib inline"],"metadata":{"id":"2Nu_rLchjnWl","executionInfo":{"status":"aborted","timestamp":1669609231036,"user_tz":-330,"elapsed":12,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}}},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def detectx (frame, model):\n","    frame = [frame]\n","    print(f\"[INFO] Detecting. . . \")\n","    results = model(frame)\n","    # results.show()\n","    # print( results.xyxyn[0])\n","    # print(results.xyxyn[0][:, -1])\n","    # print(results.xyxyn[0][:, :-1])\n","\n","    labels, cordinates = results.xyxyn[0][:, -1], results.xyxyn[0][:, :-1]\n","\n","    return labels, cordinates"],"metadata":{"id":"ZfBrPCt0LiK3","executionInfo":{"status":"aborted","timestamp":1669609231037,"user_tz":-330,"elapsed":12,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}}},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def clean(img):\n","    img = cv2.resize(img, None, fx=1.2, fy=1.2, interpolation=cv2.INTER_CUBIC)\n","    img = cv2.detailEnhance(img, sigma_s=10, sigma_r=0.15)\n","    img = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)\n","    kernel = np.ones((1, 1), np.uint8)\n","    img = cv2.dilate(img, kernel, iterations=1)\n","    img = cv2.erode(img, kernel, iterations=1)\n","    return img"],"metadata":{"id":"bJaK4jd4kHkn"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def draw_label(im, label, x, y):\n","    \"\"\"Draw text onto image at location.\"\"\"\n","    # Get text size.\n","    text_size = cv2.getTextSize(label, FONT_FACE, FONT_SCALE, THICKNESS)\n","    dim, baseline = text_size[0], text_size[1]\n","    # Use text size to create a BLACK rectangle.\n","    cv2.rectangle(im, (x,y- dim[1] - baseline), (x + dim[0], y), (0,0,0), cv2.FILLED);\n","    # Display text inside the rectangle.\n","    cv2.putText(im, label, (x, y -baseline), FONT_FACE, FONT_SCALE, (0,255,0), THICKNESS, cv2.LINE_AA)"],"metadata":{"id":"2J9DPHUPkK57"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def filter_text(region, ocr_result, region_threshold):\n","    rectangle_size = region.shape[0]*region.shape[1]\n","    \n","    plate = [] \n","    for result in ocr_result[0]:\n","        length = np.sum(np.subtract(result[0][1], result[0][0]))\n","        height = np.sum(np.subtract(result[0][2], result[0][1]))\n","        \n","        if length*height / rectangle_size > region_threshold:\n","          plate.append(result[1][0])\n","\n","    plate = ''.join(plate)\n","    plate = re.sub(r'\\W+', '', plate)\n","    return plate.upper()"],"metadata":{"id":"Ukm0zjJTL3P4"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["\n","# function to recognize license plate numbers using Tesseract OCR\n","def recognize_plate_easyocr(img, coords,reader,region_threshold):\n","    # separate coordinates from box\n","    xmin, ymin, xmax, ymax = coords\n","    # get the subimage that makes up the bounded region and take an additional 5 pixels on each side\n","    # nplate = img[int(ymin)-5:int(ymax)+5, int(xmin)-5:int(xmax)+5]\n","    nplate = img[int(ymin):int(ymax), int(xmin):int(xmax)] ### cropping the number plate from the whole image\n","    nplate = clean(nplate)\n","\n","    ocr_result = ocr.ocr(nplate)\n","\n","    text = filter_text(region=nplate, ocr_result=ocr_result, region_threshold= region_threshold)\n","\n","    if len(text) ==1:\n","        text = text[0].upper()\n","    return text"],"metadata":{"id":"oOFZmqNkLzdR"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["def plot_boxes(results, frame,classes):\n","\n","    \"\"\"\n","    --> This function takes results, frame and classes\n","    --> results: contains labels and coordinates predicted by model on the given frame\n","    --> classes: contains the strting labels\n","\n","    \"\"\"\n","    labels, cord = results\n","    n = len(labels)\n","    x_shape, y_shape = frame.shape[1], frame.shape[0]\n","\n","    print(f\"[INFO] Total {n} detections. . . \")\n","    print(f\"[INFO] Looping through all detections. . . \")\n","\n","\n","    ### looping through the detections\n","    for i in range(n):\n","        row = cord[i]\n","        if row[4] >= 0.55: ### threshold value for detection. We are discarding everything below this value\n","            print(f\"[INFO] Extracting BBox coordinates. . . \")\n","            x1, y1, x2, y2 = int(row[0]*x_shape), int(row[1]*y_shape), int(row[2]*x_shape), int(row[3]*y_shape) ## BBOx coordniates\n","            text_d = classes[int(labels[i])]\n","            # cv2.imwrite(\"./output/dp.jpg\",frame[int(y1):int(y2), int(x1):int(x2)])\n","\n","            coords = [x1,y1,x2,y2]\n","\n","            plate_num = recognize_plate_easyocr(img = frame, coords= coords, reader= ocr, region_threshold= OCR_TH)\n","\n","            # if text_d == 'mask':\n","            cv2.rectangle(frame, (x1, y1), (x2, y2), (0, 255, 0), 2) ## BBox\n","            draw_label(frame, f\"{plate_num}\", x1, y1)\n","            print(f\"License Plate Number {plate_num}\")\n","\n","    return frame"],"metadata":{"id":"N53C-gUgLqL8"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["print(f\"[INFO] Loading model... \")\n","## loading the custom trained model\n","# model =  torch.hub.load('ultralytics/yolov5', 'custom', path='last.pt',force_reload=True) ## if you want to download the git repo and then run the detection\n","model =  torch.hub.load('./yolov5', 'custom', source ='local', path='/content/drive/MyDrive/ANPR_system/yolov5/runs/train/exp/weights/best.pt',force_reload=True) ### The repo is stored locally\n","\n","classes = model.names ### class names in string format"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"5UWZc4DqMP2U","executionInfo":{"status":"ok","timestamp":1669487828259,"user_tz":-330,"elapsed":26479,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"64e74bf5-c48e-493c-dacf-fd55de7ba368"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[INFO] Loading model... \n"]},{"output_type":"stream","name":"stderr","text":["INFO:yolov5:\u001b[31m\u001b[1mrequirements:\u001b[0m ipython not found and is required by YOLOv5, attempting auto-update...\n","\u001b[31m\u001b[1mrequirements:\u001b[0m ipython not found and is required by YOLOv5, attempting auto-update...\n","INFO:yolov5:Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Requirement already satisfied: ipython in /usr/local/lib/python3.7/dist-packages (7.9.0)\n","Requirement already satisfied: backcall in /usr/local/lib/python3.7/dist-packages (from ipython) (0.2.0)\n","Collecting jedi>=0.10\n","  Downloading jedi-0.18.2-py2.py3-none-any.whl (1.6 MB)\n","Requirement already satisfied: setuptools>=18.5 in /usr/local/lib/python3.7/dist-packages (from ipython) (57.4.0)\n","Requirement already satisfied: decorator in /usr/local/lib/python3.7/dist-packages (from ipython) (4.4.2)\n","Requirement already satisfied: pickleshare in /usr/local/lib/python3.7/dist-packages (from ipython) (0.7.5)\n","Requirement already satisfied: prompt-toolkit<2.1.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from ipython) (2.0.10)\n","Requirement already satisfied: pygments in /usr/local/lib/python3.7/dist-packages (from ipython) (2.6.1)\n","Requirement already satisfied: traitlets>=4.2 in /usr/local/lib/python3.7/dist-packages (from ipython) (5.1.1)\n","Requirement already satisfied: pexpect in /usr/local/lib/python3.7/dist-packages (from ipython) (4.8.0)\n","Requirement already satisfied: parso<0.9.0,>=0.8.0 in /usr/local/lib/python3.7/dist-packages (from jedi>=0.10->ipython) (0.8.3)\n","Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.7/dist-packages (from prompt-toolkit<2.1.0,>=2.0.0->ipython) (1.15.0)\n","Requirement already satisfied: wcwidth in /usr/local/lib/python3.7/dist-packages (from prompt-toolkit<2.1.0,>=2.0.0->ipython) (0.2.5)\n","Requirement already satisfied: ptyprocess>=0.5 in /usr/local/lib/python3.7/dist-packages (from pexpect->ipython) (0.7.0)\n","Installing collected packages: jedi\n","Successfully installed jedi-0.18.2\n","\n","Looking in indexes: https://pypi.org/simple, https://us-python.pkg.dev/colab-wheels/public/simple/\n","Requirement already satisfied: ipython in /usr/local/lib/python3.7/dist-packages (7.9.0)\n","Requirement already satisfied: backcall in /usr/local/lib/python3.7/dist-packages (from ipython) (0.2.0)\n","Collecting jedi>=0.10\n","  Downloading jedi-0.18.2-py2.py3-none-any.whl (1.6 MB)\n","Requirement already satisfied: setuptools>=18.5 in /usr/local/lib/python3.7/dist-packages (from ipython) (57.4.0)\n","Requirement already satisfied: decorator in /usr/local/lib/python3.7/dist-packages (from ipython) (4.4.2)\n","Requirement already satisfied: pickleshare in /usr/local/lib/python3.7/dist-packages (from ipython) (0.7.5)\n","Requirement already satisfied: prompt-toolkit<2.1.0,>=2.0.0 in /usr/local/lib/python3.7/dist-packages (from ipython) (2.0.10)\n","Requirement already satisfied: pygments in /usr/local/lib/python3.7/dist-packages (from ipython) (2.6.1)\n","Requirement already satisfied: traitlets>=4.2 in /usr/local/lib/python3.7/dist-packages (from ipython) (5.1.1)\n","Requirement already satisfied: pexpect in /usr/local/lib/python3.7/dist-packages (from ipython) (4.8.0)\n","Requirement already satisfied: parso<0.9.0,>=0.8.0 in /usr/local/lib/python3.7/dist-packages (from jedi>=0.10->ipython) (0.8.3)\n","Requirement already satisfied: six>=1.9.0 in /usr/local/lib/python3.7/dist-packages (from prompt-toolkit<2.1.0,>=2.0.0->ipython) (1.15.0)\n","Requirement already satisfied: wcwidth in /usr/local/lib/python3.7/dist-packages (from prompt-toolkit<2.1.0,>=2.0.0->ipython) (0.2.5)\n","Requirement already satisfied: ptyprocess>=0.5 in /usr/local/lib/python3.7/dist-packages (from pexpect->ipython) (0.7.0)\n","Installing collected packages: jedi\n","Successfully installed jedi-0.18.2\n","\n","INFO:yolov5:\u001b[31m\u001b[1mrequirements:\u001b[0m 1 package updated per /content/drive/MyDrive/ANPR_system/yolov5/requirements.txt\n","\u001b[31m\u001b[1mrequirements:\u001b[0m ⚠️ \u001b[1mRestart runtime or rerun command for updates to take effect\u001b[0m\n","\n","\u001b[31m\u001b[1mrequirements:\u001b[0m 1 package updated per /content/drive/MyDrive/ANPR_system/yolov5/requirements.txt\n","\u001b[31m\u001b[1mrequirements:\u001b[0m ⚠️ \u001b[1mRestart runtime or rerun command for updates to take effect\u001b[0m\n","\n","INFO:yolov5:YOLOv5 🚀 v6.1-303-gb3ca8d8 Python-3.7.15 torch-1.12.1+cu113 CUDA:0 (Tesla T4, 15110MiB)\n","\n","YOLOv5 🚀 v6.1-303-gb3ca8d8 Python-3.7.15 torch-1.12.1+cu113 CUDA:0 (Tesla T4, 15110MiB)\n","\n","INFO:yolov5:Fusing layers... \n","Fusing layers... \n","INFO:yolov5:YOLOv5s summary: 213 layers, 7012822 parameters, 0 gradients\n","YOLOv5s summary: 213 layers, 7012822 parameters, 0 gradients\n","INFO:yolov5:Adding AutoShape... \n","Adding AutoShape... \n"]}]},{"cell_type":"code","source":["import glob\n","test_images = glob.glob('Test/*.jpeg')"],"metadata":{"id":"v4J0B-nYgm01"},"execution_count":null,"outputs":[]},{"cell_type":"code","source":["test_images"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"H_KWzDc9r0o8","executionInfo":{"status":"ok","timestamp":1669487828260,"user_tz":-330,"elapsed":18,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"9049f16b-67f8-4b61-cdd2-41d7277da02e"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["['Test/IMG20211207080504.jpeg',\n"," 'Test/IMG20211207080412.jpeg',\n"," 'Test/main-qimg-9ef79c8c46ac412813008f41fa6f5f13-lq.jpeg',\n"," 'Test/IMG20211207080517.jpeg',\n"," 'Test/IMG20211207080441.jpeg',\n"," 'Test/IMG20211207080334.jpeg',\n"," 'Test/IMG20211207080344.jpeg',\n"," 'Test/IMG20211207080539.jpeg',\n"," 'Test/IMG20211207080451.jpeg']"]},"metadata":{},"execution_count":18}]},{"cell_type":"code","source":["frame = cv2.imread(test_images[0]) ### reading the image\n","frame = cv2.cvtColor(frame,cv2.COLOR_BGR2RGB)\n","results = detectx(frame, model = model) ### DETECTION HAPPENING HERE    \n","\n","frame = cv2.cvtColor(frame,cv2.COLOR_RGB2BGR)\n","\n","frame = plot_boxes(results, frame,classes = classes)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"7izZfd5COV8k","executionInfo":{"status":"ok","timestamp":1669488657401,"user_tz":-330,"elapsed":4,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"ce434108-d0d6-4262-cee2-11089c18229a"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:50:55] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:50:55] ppocr DEBUG: dt_boxes num : 1, elapse : 0.021853923797607422\n","[2022/11/26 18:50:55] ppocr DEBUG: rec_res num  : 1, elapse : 0.01141047477722168\n","License Plate Number RJO5UA5157\n"]}]},{"cell_type":"code","source":["fig = plt.figure(figsize=(12, 12))\n","ax = fig.gca()\n","ax.grid(False)\n","plt.imshow(frame)\n","plt.axis('off')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/","height":701},"id":"eOrgzgu0jkZA","executionInfo":{"status":"ok","timestamp":1669488663375,"user_tz":-330,"elapsed":2922,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"1ab03715-b1ed-40ba-fdb4-cee65d6a8c50"},"execution_count":null,"outputs":[{"output_type":"execute_result","data":{"text/plain":["(-0.5, 1919.5, 4159.5, -0.5)"]},"metadata":{},"execution_count":45},{"output_type":"display_data","data":{"text/plain":["<Figure size 864x864 with 1 Axes>"],"image/png":"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\n"},"metadata":{"needs_background":"light"}}]},{"cell_type":"code","source":["vid_out = 'output.mp4'\n","vid_path = 'TEST.mp4'\n","print(f\"[INFO] Working with video: {vid_path}\")\n","\n","## reading the video\n","cap = cv2.VideoCapture(vid_path)\n","\n","\n","if vid_out: ### creating the video writer if video output path is given\n","\n","    # by default VideoCapture returns float instead of int\n","    width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))\n","    height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n","    fps = int(cap.get(cv2.CAP_PROP_FPS))\n","    codec = cv2.VideoWriter_fourcc(*'mp4v') ##(*'XVID')\n","    out = cv2.VideoWriter(vid_out, codec, fps, (width, height))\n","\n","# assert cap.isOpened()\n","frame_no = 1\n","\n","while True:\n","    # start_time = time.time()\n","    ret, frame = cap.read()\n","    if ret  and frame_no %1 == 0:\n","        print(f\"[INFO] Working with frame {frame_no} \")\n","\n","        frame = cv2.cvtColor(frame,cv2.COLOR_BGR2RGB)\n","        results = detectx(frame, model = model)\n","        frame = cv2.cvtColor(frame,cv2.COLOR_RGB2BGR)\n","\n","\n","        frame = plot_boxes(results, frame,classes = classes)\n","        \n","        if vid_out:\n","            print(f\"[INFO] Saving output video. . . \")\n","            out.write(frame)\n","\n","        frame_no += 1\n","        \n","    else: break\n","\n","print(f\"[INFO] Clening up. . . \")\n","### releaseing the writer\n","out.release()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"oODvRzTxMEO1","executionInfo":{"status":"ok","timestamp":1669488540267,"user_tz":-330,"elapsed":48037,"user":{"displayName":"Tapendra Kumar","userId":"00860339100136586638"}},"outputId":"4efe5ce0-3633-4155-fcdc-9d91bc77b629"},"execution_count":null,"outputs":[{"output_type":"stream","name":"stdout","text":["[INFO] Working with video: TEST.mp4\n","[INFO] Working with frame 1 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 2 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 3 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 4 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 5 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 6 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 7 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 8 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 9 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 10 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 11 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 12 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 13 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 14 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 15 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 16 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 17 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 18 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 19 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 20 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 21 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 22 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 23 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 24 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:12] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:12] ppocr DEBUG: dt_boxes num : 1, elapse : 0.04854130744934082\n","[2022/11/26 18:48:12] ppocr DEBUG: rec_res num  : 1, elapse : 0.00992584228515625\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 25 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:12] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:12] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02266836166381836\n","[2022/11/26 18:48:12] ppocr DEBUG: rec_res num  : 1, elapse : 0.013014793395996094\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 26 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 27 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:12] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:13] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01720738410949707\n","[2022/11/26 18:48:13] ppocr DEBUG: rec_res num  : 1, elapse : 0.010881662368774414\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 28 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:13] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:13] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013511180877685547\n","[2022/11/26 18:48:13] ppocr DEBUG: rec_res num  : 1, elapse : 0.011257648468017578\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 29 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 30 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 31 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 32 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 33 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 34 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 35 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 36 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 37 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 38 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 39 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 40 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:13] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:13] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015487432479858398\n","[2022/11/26 18:48:13] ppocr DEBUG: rec_res num  : 1, elapse : 0.011532306671142578\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 41 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:13] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:13] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019418001174926758\n","[2022/11/26 18:48:13] ppocr DEBUG: rec_res num  : 1, elapse : 0.010726451873779297\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 42 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:13] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:13] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01618361473083496\n","[2022/11/26 18:48:13] ppocr DEBUG: rec_res num  : 1, elapse : 0.00984954833984375\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 43 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:14] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:14] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01384592056274414\n","[2022/11/26 18:48:14] ppocr DEBUG: rec_res num  : 1, elapse : 0.009503841400146484\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 44 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 45 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 46 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 47 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 48 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 49 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 50 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 51 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 52 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 53 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 54 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 55 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 56 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 57 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:14] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:14] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016538143157958984\n","[2022/11/26 18:48:14] ppocr DEBUG: rec_res num  : 1, elapse : 0.011930704116821289\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 58 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 59 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 60 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 61 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 62 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 63 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 64 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 65 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 66 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 67 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 68 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 69 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:15] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:15] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01313638687133789\n","[2022/11/26 18:48:15] ppocr DEBUG: rec_res num  : 1, elapse : 0.010026693344116211\n","License Plate Number ORSO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 70 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 71 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:15] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:15] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014013051986694336\n","[2022/11/26 18:48:15] ppocr DEBUG: rec_res num  : 1, elapse : 0.010332822799682617\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 72 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:15] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:15] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015585184097290039\n","[2022/11/26 18:48:15] ppocr DEBUG: rec_res num  : 1, elapse : 0.013274669647216797\n","License Plate Number RSO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 73 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 74 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:15] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:15] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015767574310302734\n","[2022/11/26 18:48:15] ppocr DEBUG: rec_res num  : 1, elapse : 0.010774374008178711\n","License Plate Number SO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 75 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:15] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:15] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01753711700439453\n","[2022/11/26 18:48:15] ppocr DEBUG: rec_res num  : 1, elapse : 0.010622024536132812\n","License Plate Number JRSO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 76 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014266014099121094\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.010818243026733398\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 77 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01520681381225586\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.009241819381713867\n","License Plate Number IR\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 78 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014193534851074219\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.01146245002746582\n","License Plate Number ISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 79 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012084484100341797\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.010355710983276367\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 80 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014904975891113281\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.010103464126586914\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 81 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013817787170410156\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.011156797409057617\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 82 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02600693702697754\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.015114784240722656\n","License Plate Number O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 83 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017262697219848633\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.009386301040649414\n","License Plate Number IIO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 84 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012668371200561523\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.01088857650756836\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 85 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014806509017944336\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.009568929672241211\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 86 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:16] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:16] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017432212829589844\n","[2022/11/26 18:48:16] ppocr DEBUG: rec_res num  : 1, elapse : 0.012700796127319336\n","License Plate Number RSO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 87 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01891326904296875\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.011137723922729492\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 88 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013386249542236328\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.011484622955322266\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 89 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 0, elapse : 0.017933368682861328\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 0, elapse : 2.6226043701171875e-06\n","License Plate Number \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01216888427734375\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010081291198730469\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 90 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016963958740234375\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010830163955688477\n","License Plate Number \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013304948806762695\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.009700536727905273\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 91 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.024210453033447266\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010852336883544922\n","License Plate Number 9\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012638092041015625\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010054349899291992\n","License Plate Number LJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 92 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016280412673950195\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010785341262817383\n","License Plate Number 9\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014946460723876953\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010353326797485352\n","License Plate Number OISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 93 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018806934356689453\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.011061906814575195\n","License Plate Number 69\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014794349670410156\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.010664939880371094\n","License Plate Number OSO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 94 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:17] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014652490615844727\n","[2022/11/26 18:48:17] ppocr DEBUG: rec_res num  : 1, elapse : 0.009458780288696289\n","License Plate Number 59\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 95 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:17] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02809453010559082\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.010637760162353516\n","License Plate Number 59\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013510465621948242\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.011815547943115234\n","License Plate Number IJS\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 96 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015039443969726562\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.011564493179321289\n","License Plate Number 59\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 97 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01567530632019043\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.010040760040283203\n","License Plate Number 759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 98 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01143193244934082\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.010367870330810547\n","License Plate Number 759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 99 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01879429817199707\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.011391162872314453\n","License Plate Number 759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 100 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01718449592590332\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.011005640029907227\n","License Plate Number 1759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 101 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017625093460083008\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.009717702865600586\n","License Plate Number 3759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 102 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013695955276489258\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.01036834716796875\n","License Plate Number 3759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 103 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016842365264892578\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.010119915008544922\n","License Plate Number 9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 104 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01906275749206543\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.01086115837097168\n","License Plate Number 9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:18] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:18] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016088008880615234\n","[2022/11/26 18:48:18] ppocr DEBUG: rec_res num  : 1, elapse : 0.010090827941894531\n","License Plate Number IJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 105 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02792072296142578\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.011538028717041016\n","License Plate Number 19759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 106 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013124227523803711\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.010378599166870117\n","License Plate Number 19759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01320648193359375\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.01020193099975586\n","License Plate Number DJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 107 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014676809310913086\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.009869575500488281\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013198375701904297\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.009926080703735352\n","License Plate Number ISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 108 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015477657318115234\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.011611223220825195\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012976884841918945\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.010421514511108398\n","License Plate Number LCOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 109 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013382196426391602\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.010977745056152344\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011672019958496094\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.010091781616210938\n","License Plate Number DIJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 110 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02024674415588379\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.01141047477722168\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012867927551269531\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.009481191635131836\n","License Plate Number DI2OJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 111 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018079757690429688\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.012578248977661133\n","License Plate Number R9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014608144760131836\n","[2022/11/26 18:48:19] ppocr DEBUG: rec_res num  : 1, elapse : 0.00926351547241211\n","License Plate Number IOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 112 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:19] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:19] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018450021743774414\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.010547876358032227\n","License Plate Number ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012334585189819336\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.009004592895507812\n","License Plate Number DIZCOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 113 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014445066452026367\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.011002540588378906\n","License Plate Number ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013396263122558594\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.010416507720947266\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 114 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01553797721862793\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.011167049407958984\n","License Plate Number ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02128767967224121\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.011059045791625977\n","License Plate Number IOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 115 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01285862922668457\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.011350870132446289\n","License Plate Number ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013612985610961914\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.010639429092407227\n","License Plate Number IZCJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 116 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016337156295776367\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.01108241081237793\n","License Plate Number LZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013673782348632812\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.011475563049316406\n","License Plate Number IZCJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 117 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013447046279907227\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.012634515762329102\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013600349426269531\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.009974479675292969\n","License Plate Number DISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 118 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013532638549804688\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.009660720825195312\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013692855834960938\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.009862422943115234\n","License Plate Number IJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 119 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011499404907226562\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.012809991836547852\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:20] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:20] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013505220413208008\n","[2022/11/26 18:48:20] ppocr DEBUG: rec_res num  : 1, elapse : 0.00961446762084961\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 120 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013701200485229492\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.011975288391113281\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014499902725219727\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.013004541397094727\n","License Plate Number IJIO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 121 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012091398239135742\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.00959014892578125\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013555765151977539\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.010422229766845703\n","License Plate Number IZCOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 122 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01820206642150879\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.015809059143066406\n","License Plate Number L1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014941215515136719\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.013262510299682617\n","License Plate Number I0315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 123 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016317367553710938\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.014129400253295898\n","License Plate Number L1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012349128723144531\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.012541055679321289\n","License Plate Number IOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 124 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019304752349853516\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.012680530548095703\n","License Plate Number JL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014204978942871094\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.009027242660522461\n","License Plate Number I031SO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 125 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015739917755126953\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.010977745056152344\n","License Plate Number DL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011472940444946289\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.008925437927246094\n","License Plate Number IISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 126 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01684856414794922\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.011224508285522461\n","License Plate Number DL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:21] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015776395797729492\n","[2022/11/26 18:48:21] ppocr DEBUG: rec_res num  : 1, elapse : 0.010747432708740234\n","License Plate Number IC031SO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 127 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:21] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01513814926147461\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.011300086975097656\n","License Plate Number DL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.010401248931884766\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.009316444396972656\n","License Plate Number ICOISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 128 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.024941682815551758\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.009920597076416016\n","License Plate Number DL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014319896697998047\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.01048588752746582\n","License Plate Number DICOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 129 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018454551696777344\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.01034402847290039\n","License Plate Number DL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015395879745483398\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.010802745819091797\n","License Plate Number ICISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 130 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015124082565307617\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.009479999542236328\n","License Plate Number JL1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015116691589355469\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.009587526321411133\n","License Plate Number DIZCOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 131 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0166475772857666\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.015783309936523438\n","License Plate Number IL1ZA9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 132 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014026880264282227\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.011129140853881836\n","License Plate Number L1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015886306762695312\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.010335206985473633\n","License Plate Number IZC31SO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 133 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015191316604614258\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.011144399642944336\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011596202850341797\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.009375572204589844\n","License Plate Number IJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 134 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01406550407409668\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.010665178298950195\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:22] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:22] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012358427047729492\n","[2022/11/26 18:48:22] ppocr DEBUG: rec_res num  : 1, elapse : 0.011151790618896484\n","License Plate Number DIZCOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 135 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013762712478637695\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.00957345962524414\n","License Plate Number 1ZA9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 136 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01604747772216797\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.013026714324951172\n","License Plate Number 1ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0223541259765625\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.013571500778198242\n","License Plate Number IISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 137 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014028549194335938\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.009650230407714844\n","License Plate Number ZA9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 138 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011796951293945312\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.011408090591430664\n","License Plate Number ZA9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01601433753967285\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.009912729263305664\n","License Plate Number I0ISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 139 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014781475067138672\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.009566307067871094\n","License Plate Number ZA9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 140 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015416622161865234\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.01336526870727539\n","License Plate Number ZA9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 141 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013480186462402344\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.009291887283325195\n","License Plate Number ZA9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 142 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0158236026763916\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.009216785430908203\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014751911163330078\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.009261608123779297\n","License Plate Number DI2OISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 143 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015909433364868164\n","[2022/11/26 18:48:23] ppocr DEBUG: rec_res num  : 1, elapse : 0.012139320373535156\n","License Plate Number A9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 144 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:23] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:23] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016464710235595703\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.009491682052612305\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.021687746047973633\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.011620283126831055\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 145 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02000737190246582\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.010756969451904297\n","License Plate Number R9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015557289123535156\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.012259960174560547\n","License Plate Number I3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 146 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016871929168701172\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.010183334350585938\n","License Plate Number A9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015376567840576172\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.011972427368164062\n","License Plate Number DICOJISO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 147 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01586127281188965\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.013280391693115234\n","License Plate Number 19759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014338016510009766\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.012166500091552734\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 148 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014708995819091797\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.008663415908813477\n","License Plate Number 9759\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015594244003295898\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.009040594100952148\n","License Plate Number 0I3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 149 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.024684429168701172\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.012923955917358398\n","License Plate Number I3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015816926956176758\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.009452342987060547\n","License Plate Number 9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 150 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01876044273376465\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.011780261993408203\n","License Plate Number \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018312692642211914\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.011836051940917969\n","License Plate Number 9759\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 151 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:24] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:24] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01658344268798828\n","[2022/11/26 18:48:24] ppocr DEBUG: rec_res num  : 1, elapse : 0.00948953628540039\n","License Plate Number DI20315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 152 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019311904907226562\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.010526418685913086\n","License Plate Number 0I203150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 153 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013880252838134766\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.009299039840698242\n","License Plate Number 0I203150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 154 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.023996829986572266\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.01139378547668457\n","License Plate Number DI3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 155 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01841425895690918\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.010828495025634766\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 156 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015268802642822266\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.011202335357666016\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 157 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013185739517211914\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.010416030883789062\n","License Plate Number I203150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 158 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016298532485961914\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.012716293334960938\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 159 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015028238296508789\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.016196727752685547\n","License Plate Number I2150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 160 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01740860939025879\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.01183319091796875\n","License Plate Number I3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 161 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013738632202148438\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.009427070617675781\n","License Plate Number ICO3IS0\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 162 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:25] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:25] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016469240188598633\n","[2022/11/26 18:48:25] ppocr DEBUG: rec_res num  : 1, elapse : 0.011782646179199219\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 163 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013430118560791016\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.012446165084838867\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 164 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015270233154296875\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.012534856796264648\n","License Plate Number IC315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 165 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01839423179626465\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.009599447250366211\n","License Plate Number 23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 166 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019940614700317383\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.011187076568603516\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 167 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01542973518371582\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.013079166412353516\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 168 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01655745506286621\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.011808395385742188\n","License Plate Number I3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 169 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015369176864624023\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.012000083923339844\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 170 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014789104461669922\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.009897947311401367\n","License Plate Number I315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 171 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017947673797607422\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.011843442916870117\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 172 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:26] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:26] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014678478240966797\n","[2022/11/26 18:48:26] ppocr DEBUG: rec_res num  : 1, elapse : 0.013984203338623047\n","License Plate Number I3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 173 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015132904052734375\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.012673139572143555\n","License Plate Number 3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 174 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019003629684448242\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.010887622833251953\n","License Plate Number I2C3IS0\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 175 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020720720291137695\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.009503364562988281\n","License Plate Number I3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 176 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015405416488647461\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.01110529899597168\n","License Plate Number I2C3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 177 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01602792739868164\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.011324882507324219\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 178 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01882648468017578\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.010934114456176758\n","License Plate Number I203150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 179 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019622325897216797\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.01101827621459961\n","License Plate Number I2CO315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 180 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0161898136138916\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.011028051376342773\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 181 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016022443771362305\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.011590003967285156\n","License Plate Number 0I2Q3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 182 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014620780944824219\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.010190486907958984\n","License Plate Number 0L2C03150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 183 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:27] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:27] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020891904830932617\n","[2022/11/26 18:48:27] ppocr DEBUG: rec_res num  : 1, elapse : 0.013264179229736328\n","License Plate Number L2Q3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 184 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014222860336303711\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.011761188507080078\n","License Plate Number 0L2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 185 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0164792537689209\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.011512994766235352\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 186 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01668834686279297\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.010804891586303711\n","License Plate Number I2C315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 187 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015775442123413086\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.009976863861083984\n","License Plate Number 0I2C03150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 188 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01334238052368164\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.010236978530883789\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 189 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018949031829833984\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.012352228164672852\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 190 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015676259994506836\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.009224653244018555\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 191 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01751875877380371\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.011123180389404297\n","License Plate Number I2O31S0\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 192 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017371416091918945\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.011178255081176758\n","License Plate Number IC31SO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 193 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01907181739807129\n","[2022/11/26 18:48:28] ppocr DEBUG: rec_res num  : 1, elapse : 0.010806798934936523\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 194 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:28] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:28] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016411304473876953\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.011869192123413086\n","License Plate Number I2Q3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 195 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013469934463500977\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.011651277542114258\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 196 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01880192756652832\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.009831428527832031\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 197 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019886255264282227\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.010975122451782227\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 198 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015484809875488281\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.009728670120239258\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 199 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019829511642456055\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.012096643447875977\n","License Plate Number 0I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 200 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013822078704833984\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.009831428527832031\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 201 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01715850830078125\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.013939380645751953\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 202 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01885533332824707\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.012537717819213867\n","License Plate Number I2Q3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 203 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017598628997802734\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.011011838912963867\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 204 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:29] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:29] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014511346817016602\n","[2022/11/26 18:48:29] ppocr DEBUG: rec_res num  : 1, elapse : 0.00912332534790039\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 205 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01562666893005371\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.01075601577758789\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 206 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01621556282043457\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.01028585433959961\n","License Plate Number I315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 207 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017143726348876953\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.012040138244628906\n","License Plate Number DI2Q3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 208 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018362045288085938\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.009635686874389648\n","License Plate Number DI2CQ31SO\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 209 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01981520652770996\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.011685609817504883\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 210 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0166475772857666\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.01161956787109375\n","License Plate Number I23150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 211 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01357579231262207\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.012177705764770508\n","License Plate Number L2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 212 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020865917205810547\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.01075291633605957\n","License Plate Number L2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 213 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018119335174560547\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.009965658187866211\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 214 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01627182960510254\n","[2022/11/26 18:48:30] ppocr DEBUG: rec_res num  : 1, elapse : 0.009344816207885742\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 215 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:30] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:30] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017285823822021484\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.010211467742919922\n","License Plate Number DI2CQ315O\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 216 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015449762344360352\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.014925956726074219\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 217 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018184423446655273\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.010866880416870117\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 218 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015439033508300781\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.010453462600708008\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 219 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01881694793701172\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.011530399322509766\n","License Plate Number I2Q3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 220 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018188953399658203\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.010213613510131836\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 221 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014400482177734375\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.009526968002319336\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 222 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017185449600219727\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.01497650146484375\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 223 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01810288429260254\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.011490345001220703\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 224 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02411341667175293\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.016299724578857422\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 225 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:31] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:31] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015618324279785156\n","[2022/11/26 18:48:31] ppocr DEBUG: rec_res num  : 1, elapse : 0.009809017181396484\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 226 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013384819030761719\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.010291576385498047\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 227 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015157461166381836\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.010963201522827148\n","License Plate Number ICQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 228 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017017602920532227\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.010197877883911133\n","License Plate Number DICQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 229 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018339872360229492\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.012067556381225586\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 0, elapse : 0.01624774932861328\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 0, elapse : 2.1457672119140625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 230 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020030975341796875\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.011126518249511719\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 0, elapse : 0.014471054077148438\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 0, elapse : 2.86102294921875e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 231 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019212007522583008\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.011188030242919922\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01601862907409668\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.010373830795288086\n","License Plate Number 7\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 232 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015810251235961914\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.015453100204467773\n","License Plate Number DI2Q3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01836705207824707\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.009875059127807617\n","License Plate Number 7\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 233 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016551494598388672\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.009763956069946289\n","License Plate Number L2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0154266357421875\n","[2022/11/26 18:48:32] ppocr DEBUG: rec_res num  : 1, elapse : 0.008997440338134766\n","License Plate Number 97\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 234 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:32] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:32] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015330314636230469\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.010674715042114258\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01465463638305664\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.010114908218383789\n","License Plate Number 97\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 235 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019737958908081055\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.013479948043823242\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016223669052124023\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.009789705276489258\n","License Plate Number 97\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 236 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019089221954345703\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.010699272155761719\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01221466064453125\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.009121417999267578\n","License Plate Number 797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 237 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01630854606628418\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.012638568878173828\n","License Plate Number 797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.023691415786743164\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.012397527694702148\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 238 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01533055305480957\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.01312398910522461\n","License Plate Number 797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014919519424438477\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.009963274002075195\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 239 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016781330108642578\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.010066747665405273\n","License Plate Number 5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011190176010131836\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.010766267776489258\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 240 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015584707260131836\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.012918233871459961\n","License Plate Number 5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014215469360351562\n","[2022/11/26 18:48:33] ppocr DEBUG: rec_res num  : 1, elapse : 0.0092315673828125\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 241 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:33] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:33] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015855789184570312\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.010115385055541992\n","License Plate Number 5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 2, elapse : 0.014097929000854492\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 2, elapse : 0.011348962783813477\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 242 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014844655990600586\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.009899139404296875\n","License Plate Number 5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 2, elapse : 0.013117551803588867\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 2, elapse : 0.011281728744506836\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 243 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017901897430419922\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.011347055435180664\n","License Plate Number T5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014043569564819336\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.009687185287475586\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 244 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015581607818603516\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.011495590209960938\n","License Plate Number T5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014124870300292969\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.010927438735961914\n","License Plate Number DC3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 245 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02210259437561035\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.012195110321044922\n","License Plate Number T5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01629781723022461\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.012308835983276367\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 246 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016714096069335938\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.012498140335083008\n","License Plate Number BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0160977840423584\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.010396957397460938\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 247 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01822829246520996\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.010661602020263672\n","License Plate Number BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014394044876098633\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.010172605514526367\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 248 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:34] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:34] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015168428421020508\n","[2022/11/26 18:48:34] ppocr DEBUG: rec_res num  : 1, elapse : 0.013866424560546875\n","License Plate Number BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01147770881652832\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.010099172592163086\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 249 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02236175537109375\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.012853860855102539\n","License Plate Number BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019071102142333984\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.010155677795410156\n","License Plate Number ICQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 250 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01840496063232422\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.010333061218261719\n","License Plate Number 6BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014797687530517578\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.01057577133178711\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 251 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014516115188598633\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.012800931930541992\n","License Plate Number 6BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012136459350585938\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.009898900985717773\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 252 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01779317855834961\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.012362957000732422\n","License Plate Number 16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015409708023071289\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.011837244033813477\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 253 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013413667678833008\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.011423826217651367\n","License Plate Number 16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014521121978759766\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.009596824645996094\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 254 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01433110237121582\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.013252019882202148\n","License Plate Number 16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:35] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:35] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016224145889282227\n","[2022/11/26 18:48:35] ppocr DEBUG: rec_res num  : 1, elapse : 0.012521505355834961\n","License Plate Number I2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 255 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015111207962036133\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.012326240539550781\n","License Plate Number 16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012897253036499023\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.01774144172668457\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 256 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020298004150390625\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.011333703994750977\n","License Plate Number P16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013882637023925781\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.011267423629760742\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 257 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017693758010864258\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.012411832809448242\n","License Plate Number P16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012525796890258789\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.010294437408447266\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 258 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.021762371063232422\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.012025833129882812\n","License Plate Number JP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01514434814453125\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.009538888931274414\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 259 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015634536743164062\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.011575698852539062\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012473821640014648\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.010029077529907227\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 260 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01490330696105957\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.01350092887878418\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016680240631103516\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.009644508361816406\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 261 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01364755630493164\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.012212514877319336\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:36] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:36] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01709294319152832\n","[2022/11/26 18:48:36] ppocr DEBUG: rec_res num  : 1, elapse : 0.01207590103149414\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 262 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015356302261352539\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.010706663131713867\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0180966854095459\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.010026693344116211\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 263 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01629161834716797\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.011030912399291992\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01993536949157715\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.011830806732177734\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 264 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013772010803222656\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.013362884521484375\n","License Plate Number DIZCQ315O\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01309967041015625\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.012447834014892578\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 265 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016150236129760742\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.010464191436767578\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 2, elapse : 0.01355123519897461\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 2, elapse : 0.012095212936401367\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 266 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017378807067871094\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.012093305587768555\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012827634811401367\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.010023832321166992\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 267 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016839027404785156\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.010530233383178711\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011808633804321289\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.008969783782958984\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 268 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019472599029541016\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.012106657028198242\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:37] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:37] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012583255767822266\n","[2022/11/26 18:48:37] ppocr DEBUG: rec_res num  : 1, elapse : 0.01070261001586914\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 269 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018797636032104492\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.01478719711303711\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013520002365112305\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.014518022537231445\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 270 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01947021484375\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.010051250457763672\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019489288330078125\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.011795282363891602\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 271 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01880955696105957\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.010170936584472656\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01590418815612793\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.010688543319702148\n","License Plate Number DIZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 272 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02027606964111328\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.011857271194458008\n","License Plate Number DLZCQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0198214054107666\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.01342463493347168\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 273 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019437551498413086\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.011259794235229492\n","License Plate Number DI2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013063430786132812\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.008970022201538086\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 274 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02454996109008789\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.013283014297485352\n","License Plate Number DLZCQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018578529357910156\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.011796712875366211\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 275 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:38] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:38] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014781713485717773\n","[2022/11/26 18:48:38] ppocr DEBUG: rec_res num  : 1, elapse : 0.012854576110839844\n","License Plate Number DLZCQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01641249656677246\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.012616157531738281\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 276 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01697993278503418\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.013025045394897461\n","License Plate Number DIZCQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0207364559173584\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.011610031127929688\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 277 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01866602897644043\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.0115966796875\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0160980224609375\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.011830568313598633\n","License Plate Number DI2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 278 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01705336570739746\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.011323213577270508\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014883279800415039\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.011888504028320312\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 279 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014976263046264648\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.011579036712646484\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016956567764282227\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.012935638427734375\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 280 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02249312400817871\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.012914657592773438\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019130706787109375\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.011935234069824219\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 281 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012403011322021484\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.012618780136108398\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:39] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015065431594848633\n","[2022/11/26 18:48:39] ppocr DEBUG: rec_res num  : 1, elapse : 0.013597726821899414\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 282 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:39] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01877140998840332\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.012932538986206055\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017511606216430664\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.013626575469970703\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 283 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01873040199279785\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.01075291633605957\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02002120018005371\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.010112524032592773\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 284 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01441645622253418\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.010742664337158203\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0161287784576416\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.01065373420715332\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 285 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013455390930175781\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.011398077011108398\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016862154006958008\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.009418725967407227\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 286 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017849445343017578\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.01597738265991211\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018944740295410156\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.012026071548461914\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 287 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.028691530227661133\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.010941267013549805\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013131141662597656\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.009841442108154297\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 288 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016554832458496094\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.012590408325195312\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:40] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:40] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012719392776489258\n","[2022/11/26 18:48:40] ppocr DEBUG: rec_res num  : 1, elapse : 0.009810209274291992\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 289 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017696142196655273\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.011589288711547852\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019669532775878906\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.011470317840576172\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 290 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02303624153137207\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.011107921600341797\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01350092887878418\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.012739181518554688\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 291 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019407033920288086\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.012462854385375977\n","License Plate Number DL2CQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01580524444580078\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.010441303253173828\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 292 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017546653747558594\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.015908241271972656\n","License Plate Number DLZCQ3150\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01667022705078125\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.016614675521850586\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 293 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017115116119384766\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.013355016708374023\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012194156646728516\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.009606599807739258\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 294 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.024060726165771484\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.0208127498626709\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:41] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019301891326904297\n","[2022/11/26 18:48:41] ppocr DEBUG: rec_res num  : 1, elapse : 0.020124435424804688\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 295 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:41] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02562546730041504\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.01426386833190918\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02258753776550293\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.013458967208862305\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 296 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.033428192138671875\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.019526243209838867\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019047260284423828\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.029284000396728516\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 297 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.023496389389038086\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.016396522521972656\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02066516876220703\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.021708250045776367\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 298 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02862238883972168\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.02215433120727539\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:42] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018741846084594727\n","[2022/11/26 18:48:42] ppocr DEBUG: rec_res num  : 1, elapse : 0.013499736785888672\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 299 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:42] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0492100715637207\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.04146003723144531\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.043103933334350586\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.027447938919067383\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 300 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0555574893951416\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.02385401725769043\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.028310775756835938\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.013039112091064453\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 301 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01761603355407715\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.009616851806640625\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.024411916732788086\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.013146638870239258\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 302 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018987417221069336\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.017589330673217773\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019930124282836914\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.012082815170288086\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 303 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:43] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:43] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017666101455688477\n","[2022/11/26 18:48:43] ppocr DEBUG: rec_res num  : 1, elapse : 0.011958837509155273\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0177919864654541\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.011267423629760742\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 304 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016885995864868164\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.011389493942260742\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015748262405395508\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.011893510818481445\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 305 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016996145248413086\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.012856483459472656\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013889789581298828\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.011366128921508789\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 306 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01590561866760254\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.012478113174438477\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017945528030395508\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.01161813735961914\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 307 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012691974639892578\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.01149892807006836\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01608109474182129\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.010654449462890625\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 308 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015717029571533203\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.012155532836914062\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013153791427612305\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.010088682174682617\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 309 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018027782440185547\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.013120174407958984\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:44] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016561508178710938\n","[2022/11/26 18:48:44] ppocr DEBUG: rec_res num  : 1, elapse : 0.009669303894042969\n","License Plate Number DLZCQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 310 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:44] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016213178634643555\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010715961456298828\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013436555862426758\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.009473085403442383\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 311 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016400575637817383\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.013957977294921875\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013280153274536133\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010487556457519531\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 312 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014232873916625977\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.012547731399536133\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.011689424514770508\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.00948333740234375\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 313 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016005277633666992\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.0126190185546875\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018056392669677734\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010896444320678711\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 314 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014679431915283203\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010026931762695312\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017703771591186523\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010302543640136719\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 315 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01806783676147461\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010655641555786133\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016779184341430664\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.010872840881347656\n","License Plate Number DL2CQ3150\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 316 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017882823944091797\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.009653091430664062\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:45] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:45] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019222021102905273\n","[2022/11/26 18:48:45] ppocr DEBUG: rec_res num  : 1, elapse : 0.009282588958740234\n","License Plate Number DL2CQ315\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 317 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01458120346069336\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.01406240463256836\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01664423942565918\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.010323286056518555\n","License Plate Number DL2CQ315\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 318 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016506195068359375\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.014704227447509766\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012271404266357422\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.009418249130249023\n","License Plate Number DL2CQ313\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 319 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01725912094116211\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.011363506317138672\n","License Plate Number DL2CQ31\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01656794548034668\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.011575937271118164\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 320 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015095949172973633\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.014915704727172852\n","License Plate Number DL2CQ3\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014631032943725586\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.009754419326782227\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 321 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017142534255981445\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.012097597122192383\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014856576919555664\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.01017308235168457\n","License Plate Number DL2CQ3\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 322 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015796899795532227\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.01141977310180664\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01786637306213379\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.010653972625732422\n","License Plate Number DLZCQ\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 323 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018976688385009766\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.012001991271972656\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:46] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:46] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02552056312561035\n","[2022/11/26 18:48:46] ppocr DEBUG: rec_res num  : 1, elapse : 0.012862682342529297\n","License Plate Number DL2CQ\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 324 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018032073974609375\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.017356395721435547\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015535831451416016\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.009949445724487305\n","License Plate Number DL2C\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 325 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015207052230834961\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.013335227966308594\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015185356140136719\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.009135961532592773\n","License Plate Number DL2C\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 326 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019710302352905273\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.016436338424682617\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.022404909133911133\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.011841297149658203\n","License Plate Number DLZC\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 327 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019007444381713867\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.012687206268310547\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.012575387954711914\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.009728431701660156\n","License Plate Number DL2\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 328 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01617145538330078\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.011133909225463867\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015330314636230469\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.012732505798339844\n","License Plate Number DI2\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 329 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.022433757781982422\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.018405437469482422\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015659093856811523\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.013273477554321289\n","License Plate Number DI\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 330 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:47] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020767927169799805\n","[2022/11/26 18:48:47] ppocr DEBUG: rec_res num  : 1, elapse : 0.015390872955322266\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:47] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014513731002807617\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.009242057800292969\n","License Plate Number DI\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 331 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02013373374938965\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.01084280014038086\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017199039459228516\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.010931253433227539\n","License Plate Number DL\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 332 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017153024673461914\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.013948440551757812\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014411687850952148\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.010050296783447266\n","License Plate Number D\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 333 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014688491821289062\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.013535261154174805\n","License Plate Number UP16BT5797\n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014486312866210938\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.008707284927368164\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 334 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02489638328552246\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.012751340866088867\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 335 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.024320125579833984\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.00999140739440918\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 336 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015163660049438477\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.012490987777709961\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 337 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014775753021240234\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.01263880729675293\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 338 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:48] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:48] ppocr DEBUG: dt_boxes num : 1, elapse : 0.021923303604125977\n","[2022/11/26 18:48:48] ppocr DEBUG: rec_res num  : 1, elapse : 0.013784170150756836\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 339 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01677703857421875\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.009949922561645508\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 340 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01695394515991211\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.012599468231201172\n","License Plate Number UP18BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 341 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.021207094192504883\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.011060476303100586\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 342 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01384425163269043\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.01025700569152832\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 343 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01985478401184082\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.01271200180053711\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 344 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018006563186645508\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.00997781753540039\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 345 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016186952590942383\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.012183427810668945\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 346 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015056610107421875\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.009951591491699219\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 347 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015945911407470703\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.011818170547485352\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 348 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:49] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:49] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013529062271118164\n","[2022/11/26 18:48:49] ppocr DEBUG: rec_res num  : 1, elapse : 0.010897159576416016\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 349 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.028600454330444336\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.016289472579956055\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 350 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020055532455444336\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.01326441764831543\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 351 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01507258415222168\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.011890411376953125\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 352 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017064809799194336\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.01179361343383789\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 353 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017076969146728516\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.012328147888183594\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 354 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014409780502319336\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.012788772583007812\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 355 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01446080207824707\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.009747505187988281\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 356 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015785694122314453\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.013758420944213867\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 357 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019175052642822266\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.011055469512939453\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 358 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:50] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:50] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016061067581176758\n","[2022/11/26 18:48:50] ppocr DEBUG: rec_res num  : 1, elapse : 0.012894392013549805\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 359 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018330097198486328\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.015428781509399414\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 360 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017654895782470703\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.011454105377197266\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 361 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017068862915039062\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.01312565803527832\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 362 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01937723159790039\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.011177301406860352\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 363 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01600956916809082\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.011814117431640625\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 364 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016411781311035156\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.013796806335449219\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 365 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01255488395690918\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.013073921203613281\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 366 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.022411584854125977\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.014368534088134766\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 367 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018444299697875977\n","[2022/11/26 18:48:51] ppocr DEBUG: rec_res num  : 1, elapse : 0.013775348663330078\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 368 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:51] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:51] ppocr DEBUG: dt_boxes num : 1, elapse : 0.015535593032836914\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.012271404266357422\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 369 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02445840835571289\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.012697219848632812\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 370 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02134251594543457\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.00985264778137207\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 371 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.014440536499023438\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.010851383209228516\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 372 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013766288757324219\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.01291799545288086\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 373 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.0139312744140625\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.01188802719116211\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 374 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.019268035888671875\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.013314008712768555\n","License Plate Number UP168T5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 375 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018445253372192383\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.010030269622802734\n","License Plate Number UP168T5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 376 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01618647575378418\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.015384435653686523\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 377 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:52] ppocr DEBUG: dt_boxes num : 1, elapse : 0.017045974731445312\n","[2022/11/26 18:48:52] ppocr DEBUG: rec_res num  : 1, elapse : 0.013074159622192383\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 378 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:52] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.013299942016601562\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.01377725601196289\n","License Plate Number UP16BT5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 379 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020448684692382812\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.012574911117553711\n","License Plate Number UPIE8K5797\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 380 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01795816421508789\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.011475801467895508\n","License Plate Number URI875757\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 381 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016008853912353516\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.01311182975769043\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 382 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01671147346496582\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.012954235076904297\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 383 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.020943880081176758\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.013959884643554688\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 384 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.01598191261291504\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.010590076446533203\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 385 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.018463134765625\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.014261245727539062\n","License Plate Number EK\n","[INFO] Saving output video. . . \n","[INFO] Working with frame 386 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.02220940589904785\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.010987997055053711\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 387 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:53] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:53] ppocr DEBUG: dt_boxes num : 1, elapse : 0.016503334045410156\n","[2022/11/26 18:48:53] ppocr DEBUG: rec_res num  : 1, elapse : 0.012701988220214844\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 388 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.0146942138671875\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.384185791015625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 389 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.017223834991455078\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.6226043701171875e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 390 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.016308307647705078\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.86102294921875e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 391 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.012127161026000977\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.384185791015625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 392 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.01822376251220703\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 1.6689300537109375e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 393 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.01405644416809082\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 1.6689300537109375e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 394 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.019923925399780273\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.6226043701171875e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 395 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.01666736602783203\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.1457672119140625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 396 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.017202138900756836\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.384185791015625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 397 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.013768911361694336\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.1457672119140625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 398 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:54] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:54] ppocr DEBUG: dt_boxes num : 0, elapse : 0.016398191452026367\n","[2022/11/26 18:48:54] ppocr DEBUG: rec_res num  : 0, elapse : 2.1457672119140625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 399 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:55] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:55] ppocr DEBUG: dt_boxes num : 0, elapse : 0.01460886001586914\n","[2022/11/26 18:48:55] ppocr DEBUG: rec_res num  : 0, elapse : 2.6226043701171875e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 400 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:55] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:55] ppocr DEBUG: dt_boxes num : 0, elapse : 0.018219470977783203\n","[2022/11/26 18:48:55] ppocr DEBUG: rec_res num  : 0, elapse : 4.291534423828125e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 401 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 402 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 403 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 404 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 405 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 406 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 407 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 408 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 409 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 410 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 411 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 412 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 413 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 414 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 415 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 416 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 417 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 418 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 419 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 420 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 421 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:56] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:56] ppocr DEBUG: dt_boxes num : 0, elapse : 0.019478321075439453\n","[2022/11/26 18:48:56] ppocr DEBUG: rec_res num  : 0, elapse : 1.9073486328125e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 422 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Extracting BBox coordinates. . . \n","[2022/11/26 18:48:56] ppocr WARNING: Since the angle classifier is not initialized, the angle classifier will not be uesd during the forward process\n","[2022/11/26 18:48:56] ppocr DEBUG: dt_boxes num : 0, elapse : 0.015822410583496094\n","[2022/11/26 18:48:56] ppocr DEBUG: rec_res num  : 0, elapse : 2.1457672119140625e-06\n","License Plate Number \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 423 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 424 \n","[INFO] Detecting. . . \n","[INFO] Total 2 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 425 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 426 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 427 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 428 \n","[INFO] Detecting. . . \n","[INFO] Total 1 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 429 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 430 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 431 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 432 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 433 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 434 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 435 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 436 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 437 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 438 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 439 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 440 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 441 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 442 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 443 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 444 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 445 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 446 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 447 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 448 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 449 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 450 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 451 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 452 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 453 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 454 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 455 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 456 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Working with frame 457 \n","[INFO] Detecting. . . \n","[INFO] Total 0 detections. . . \n","[INFO] Looping through all detections. . . \n","[INFO] Saving output video. . . \n","[INFO] Clening up. . . \n"]}]},{"cell_type":"code","source":[],"metadata":{"id":"shkkF0eIVkv9"},"execution_count":null,"outputs":[]}],"metadata":{"accelerator":"GPU","colab":{"provenance":[]},"gpuClass":"standard","kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}