yolov5_detect_on_colab__cts_20220614.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "yolov5_detect_on_colab _cts_20220614",
      "provenance": [],
      "collapsed_sections": [],
      "authorship_tag": "ABX9TyP01qYRpIiodgxeCn8nqBWc",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/atstuyuki/yolov5/blob/master/yolov5_detect_on_colab__cts_20220614.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#google colab上でYolov5の環境のセットアップ"
      ],
      "metadata": {
        "id": "_pPc8fJqkCRE"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!git clone https://github.com/atstuyuki/yolov5.git"
      ],
      "metadata": {
        "id": "gP5ovoCuZlXV",
        "outputId": "ad87fc40-c9a5-4d81-e1ff-59e85efa65dd",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "execution_count": 1,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Cloning into 'yolov5'...\n",
            "remote: Enumerating objects: 12184, done.\u001b[K\n",
            "remote: Counting objects: 100% (4/4), done.\u001b[K\n",
            "remote: Compressing objects: 100% (4/4), done.\u001b[K\n",
            "remote: Total 12184 (delta 0), reused 3 (delta 0), pack-reused 12180\u001b[K\n",
            "Receiving objects: 100% (12184/12184), 24.27 MiB | 20.86 MiB/s, done.\n",
            "Resolving deltas: 100% (8433/8433), done.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 2,
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "2gR7jLKQKszj",
        "outputId": "1c36c255-6b79-4df0-b2a0-b5427e75c6f1"
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Setup complete. Using torch 1.11.0+cu113 _CudaDeviceProperties(name='Tesla T4', major=7, minor=5, total_memory=15109MB, multi_processor_count=40)\n"
          ]
        }
      ],
      "source": [
        "#!git clone https://github.com/ultralytics/yolov5 #本家からクローンする場合\n",
        "%cd yolov5\n",
        "%pip install -qr requirements.txt\n",
        "\n",
        "import torch\n",
        "from IPython.display import Image, clear_output\n",
        "\n",
        "clear_output()\n",
        "#セットUPが終了すればクラウト上のマシンのスペックを表示する\n",
        "\n",
        "print('Setup complete. Using torch %s %s' % (torch.__version__, torch.cuda.get_device_properties(0) if torch.cuda.is_available() else 'CPU'))\n",
        "\n",
        "# Setup complete. Using torch 1.9.0+cu102 _CudaDeviceProperties(name='Tesla T4', major=7, minor=5, total_memory=15109MB, multi_processor_count=40)"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#ロード済みデータでyolov5の動作確認\n",
        "ジダンが検出されればＯＫ"
      ],
      "metadata": {
        "id": "hOBd2NiakSJG"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!python detect.py --weights yolov5s.pt --img 640 --conf 0.25 --source data/images/\n",
        "Image(filename='runs/detect/exp/zidane.jpg', width=600)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 592
        },
        "id": "Z3w5wH-qK5Ub",
        "outputId": "f20ac83f-1d8a-45d4-c943-8d37cdffac40"
      },
      "execution_count": 3,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['yolov5s.pt'], source=data/images/, data=data/coco128.yaml, imgsz=[640, 640], conf_thres=0.25, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=False, save_conf=False, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=runs/detect, name=exp, exist_ok=False, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False\n",
            "YOLOv5 🚀 v6.1-248-g9e8b50b Python-3.7.13 torch-1.11.0+cu113 CUDA:0 (Tesla T4, 15110MiB)\n",
            "\n",
            "Downloading https://github.com/ultralytics/yolov5/releases/download/v6.1/yolov5s.pt to yolov5s.pt...\n",
            "100% 14.1M/14.1M [00:00<00:00, 76.3MB/s]\n",
            "\n",
            "Fusing layers... \n",
            "YOLOv5s summary: 213 layers, 7225885 parameters, 0 gradients\n",
            "image 1/2 /content/yolov5/data/images/bus.jpg: 640x480 4 persons, 1 bus, Done. (0.017s)\n",
            "image 2/2 /content/yolov5/data/images/zidane.jpg: 384x640 2 persons, 2 ties, Done. (0.017s)\n",
            "Speed: 0.5ms pre-process, 17.1ms inference, 21.1ms NMS per image at shape (1, 3, 640, 640)\n",
            "Results saved to \u001b[1mruns/detect/exp\u001b[0m\n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "<IPython.core.display.Image object>"
            ],
            "image/jpeg": "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\n"
          },
          "metadata": {
            "image/jpeg": {
              "width": 600
            }
          },
          "execution_count": 3
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        ""
      ],
      "metadata": {
        "id": "Wyg0eGSDqO2p"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#google colabのマウント\n",
        "from google.colab import drive\n",
        "drive.mount('/content/drive')"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "FMyPtGb9LP_n",
        "outputId": "f47db709-cefd-409d-fe1b-00b5e7905dcf"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Mounted at /content/drive\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#検出作業 動画をuploadする"
      ],
      "metadata": {
        "id": "nyNWNWBllJIc"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "#手元の動画をgoogle colabにupload MP4形式\n",
        "\n",
        "from google.colab import files\n",
        "import os\n",
        "uploaded = files.upload()\n",
        "#uploadedは辞書型なのでファイル名を取り出し、絶対パスを取得してfullpathという変数を当てる\n",
        "for k in uploaded.keys():\n",
        "  print('file name:',k)\n",
        "fullpath_movie=os.path.abspath(k)\n",
        "print('fullpath:',fullpath_movie)"
      ],
      "metadata": {
        "colab": {
          "resources": {
            "http://localhost:8080/nbextensions/google.colab/files.js": {
              "data": "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",
              "ok": true,
              "headers": [
                [
                  "content-type",
                  "application/javascript"
                ]
              ],
              "status": 200,
              "status_text": ""
            }
          },
          "base_uri": "https://localhost:8080/",
          "height": 115
        },
        "id": "BM2nkxkHlIhk",
        "outputId": "f836ff9e-d414-4e56-b294-baaf6292e6da"
      },
      "execution_count": 28,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<IPython.core.display.HTML object>"
            ],
            "text/html": [
              "\n",
              "     <input type=\"file\" id=\"files-d8cbaa15-cc24-481e-8679-53babdd37ae2\" name=\"files[]\" multiple disabled\n",
              "        style=\"border:none\" />\n",
              "     <output id=\"result-d8cbaa15-cc24-481e-8679-53babdd37ae2\">\n",
              "      Upload widget is only available when the cell has been executed in the\n",
              "      current browser session. Please rerun this cell to enable.\n",
              "      </output>\n",
              "      <script src=\"/nbextensions/google.colab/files.js\"></script> "
            ]
          },
          "metadata": {}
        },
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Saving cts.mp4 to cts.mp4\n",
            "file name: cts.mp4\n",
            "fullpath: /content/yolov5/runs/detect/exp/labels/cts.mp4\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#ビデオのサイズ・フレームレートの取得"
      ],
      "metadata": {
        "id": "wUH_7JVrc3CM"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import cv2\n",
        "source_movie=os.path.basename(fullpath_movie)\n",
        "print(source_movie)\n",
        "cap = cv2.VideoCapture(source_movie)\n",
        "# 横幅(width)\n",
        "width=cap.get(cv2.CAP_PROP_FRAME_WIDTH)\n",
        "print(f\"width: {cap.get(cv2.CAP_PROP_FRAME_WIDTH)}\")\n",
        "# 高さ(height)\n",
        "height=cap.get(cv2.CAP_PROP_FRAME_HEIGHT)\n",
        "print(f\"height: {cap.get(cv2.CAP_PROP_FRAME_HEIGHT)}\")\n",
        "# フレームレート\n",
        "print(f\"fps: {cap.get(cv2.CAP_PROP_FPS)}\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "HU5ENqfHObOV",
        "outputId": "34e951cf-a18c-4b0d-ead3-faf946bfa48f"
      },
      "execution_count": 31,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "cts.mp4\n",
            "width: 774.0\n",
            "height: 510.0\n",
            "fps: 30.0\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import os\n",
        " \n",
        "# 変更前ファイル\n",
        "source_movie\n",
        " \n",
        "# 変更後ファイル\n",
        "rename= 'renamed.mp4'\n",
        " \n",
        "# ファイル名の変更 \n",
        "os.rename(source_movie, rename) \n",
        " \n",
        "# ファイルの存在確認 \n",
        "print(os.path.exists(rename))"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "MJQGf2idu7kt",
        "outputId": "09b8ac83-cf1a-4045-9d11-f6c4a503ad84"
      },
      "execution_count": 7,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "True\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#名前をrenamed.mp4に変更した動画に対して検出を実行\n",
        "#検出座標はdetect/exp(xx)/labelsに格納される"
      ],
      "metadata": {
        "id": "90A_wTsbz8fG"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "!python detect.py --source renamed.mp4  --weights last.pt --conf 0.7 --save-txt  --save-conf  --exist-ok"
      ],
      "metadata": {
        "id": "o_bzEuMKACH6",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "86e9c4b0-e228-41b0-a970-5982c3578898"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[34m\u001b[1mdetect: \u001b[0mweights=['last.pt'], source=renamed.mp4, data=data/coco128.yaml, imgsz=[640, 640], conf_thres=0.7, iou_thres=0.45, max_det=1000, device=, view_img=False, save_txt=True, save_conf=True, save_crop=False, nosave=False, classes=None, agnostic_nms=False, augment=False, visualize=False, update=False, project=runs/detect, name=exp, exist_ok=True, line_thickness=3, hide_labels=False, hide_conf=False, half=False, dnn=False\n",
            "YOLOv5 🚀 v6.1-248-g9e8b50b Python-3.7.13 torch-1.11.0+cu113 CUDA:0 (Tesla T4, 15110MiB)\n",
            "\n",
            "Fusing layers... \n",
            "YOLOv5s summary: 213 layers, 7015519 parameters, 0 gradients\n",
            "video 1/1 (1/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.016s)\n",
            "video 1/1 (2/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.017s)\n",
            "video 1/1 (3/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.013s)\n",
            "video 1/1 (4/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (5/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (6/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (7/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (8/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (9/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (10/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (11/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (12/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (13/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (14/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (15/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (16/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (17/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (18/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (19/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (20/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (21/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.013s)\n",
            "video 1/1 (22/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (23/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (24/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (25/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (26/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (27/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (28/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (29/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (30/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (31/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (32/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (33/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (34/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (35/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (36/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (37/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (38/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.014s)\n",
            "video 1/1 (39/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (40/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (41/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (42/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (43/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (44/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (45/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (46/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (47/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (48/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (49/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (50/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (51/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (52/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.013s)\n",
            "video 1/1 (53/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (54/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (55/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (56/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (57/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (58/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (59/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (60/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (61/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (62/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (63/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (64/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (65/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (66/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (67/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.014s)\n",
            "video 1/1 (68/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (69/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (70/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (71/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (72/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (73/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (74/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (75/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (76/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (77/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (78/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (79/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (80/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (81/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.014s)\n",
            "video 1/1 (82/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (83/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (84/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (85/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (86/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (87/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (88/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (89/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (90/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (91/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (92/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (93/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (94/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (95/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (96/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (97/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (98/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (99/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (100/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (101/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (102/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (103/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (104/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (105/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (106/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (107/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (108/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (109/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.012s)\n",
            "video 1/1 (110/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (111/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (112/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (113/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.011s)\n",
            "video 1/1 (114/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (115/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (116/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.010s)\n",
            "video 1/1 (117/117) /content/yolov5/renamed.mp4: 448x640 1 cts, Done. (0.015s)\n",
            "Speed: 0.4ms pre-process, 10.6ms inference, 0.9ms NMS per image at shape (1, 3, 640, 640)\n",
            "Results saved to \u001b[1mruns/detect/exp\u001b[0m\n",
            "117 labels saved to runs/detect/exp/labels\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#検出された座標一覧がruns/detext/exp/labelsフォルダに入っているので、globでフォルダ内のtextファイル全部を取得し、notsortで整数番号順に並べ替える"
      ],
      "metadata": {
        "id": "bp6IcDPaR4hP"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import glob\n",
        "from natsort import natsorted\n",
        "%cd '/content/yolov5/runs/detect/exp/labels'\n",
        "\n",
        "datalist=glob.glob('*.txt')\n",
        "datalist= natsorted(datalist)"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "smUBXH56z6DY",
        "outputId": "aae342d4-c891-4592-ba19-005b6a12def1"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "/content/yolov5/runs/detect/exp/labels\n"
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#finaldataというデータフレームに[クラス,xmin,ymin, xmax, ymax, 精度]を格納する"
      ],
      "metadata": {
        "id": "socmP5O_XgEr"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import pandas as pd\n",
        "datalist_head=[ ]\n",
        "for name in datalist:\n",
        "  df=pd.read_csv(name, header=None, delim_whitespace=True)\n",
        "  datalist_head.append(df)\n",
        "finaldata=pd.concat(datalist_head,axis=0,ignore_index=True)\n"
      ],
      "metadata": {
        "id": "VeDcaa79SS9A"
      },
      "execution_count": 10,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import numpy as np\n",
        "np.savetxt('detection result.csv',finaldata,delimiter = ',',fmt = '%s')"
      ],
      "metadata": {
        "id": "FekY7ssoo04b"
      },
      "execution_count": 11,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#x_minとx_max, y_minとy_maxの座標の中点よりBBOXの中心座標を求める\n",
        "#ビデオの画面のサイズに合わせて掛け算　実測値を知りたいときはビデオ画面のサイズが何mmかキャリブレーション必要\n",
        "nerve_x=(finaldata.iloc[:,1]+finaldata.iloc[:,3])/2*width\n",
        "nerve_y=(finaldata.iloc[:,2]+finaldata.iloc[:,4])/2*height\n",
        "#time frameをｚ軸とするためにlength_listを作成する\n",
        "length=len(nerve_x)\n",
        "length_list=list(range(length))"
      ],
      "metadata": {
        "id": "EuRvFH2wYptj"
      },
      "execution_count": 33,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#time frameとx座標、ｙ座標のデータをCSVに保管する\n",
        "length_list=pd.Series(length_list)#リストをpd.Seriesに変換\n",
        "df_corrdinate = pd.concat([length_list, nerve_x], axis=1)\n",
        "df_corrdinate = pd.concat([df_corrdinate, nerve_y], axis=1)"
      ],
      "metadata": {
        "id": "y5SkjJfVc3kI"
      },
      "execution_count": 34,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "np.savetxt('nerve_corrdinates.csv',df_corrdinate,delimiter = ',',fmt = '%s')\n"
      ],
      "metadata": {
        "id": "fui4cTLGazj2"
      },
      "execution_count": 36,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "source": [
        ""
      ],
      "metadata": {
        "id": "7UyNtbT9eJhs"
      }
    },
    {
      "cell_type": "code",
      "source": [
        ""
      ],
      "metadata": {
        "id": "xxJzCtzfa9NX"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#plotlyでグラフを可視化\n",
        "import plotly\n",
        "import plotly.graph_objs as go\n",
        "# Google Colab. やJupyter Lab.でプロットするためには，以下を実行する．\n",
        "import plotly.io as pio\n",
        "pio.renderers.default = \"colab\"\n",
        "\n",
        "fig = go.Figure() # 1 \n",
        "\n",
        "fig.add_trace(    #2. グラフを追加・記述する\n",
        "    go.Scatter3d(x = nerve_x, y = nerve_y,z=length_list,\n",
        "                 mode='markers',\n",
        "                 marker=dict(size=8, color=length_list, colorscale='Viridis',opacity=0.8),\n",
        "                  name='nerve corrdinate'))\n",
        "\n",
        "fig.update_layout( #3. グラフの装飾、制限を追加(titleの表示、x軸の最大値など)\n",
        "    title = 'Nerve Position over time',\n",
        ")\n",
        "fig.show() #4.グラフの描画"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 542
        },
        "id": "mOzFi-KsZf8o",
        "outputId": "06ebe340-a4cf-44c8-a530-301dd9dcc9d2"
      },
      "execution_count": 35,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/html": [
              "<html>\n",
              "<head><meta charset=\"utf-8\" /></head>\n",
              "<body>\n",
              "    <div>            <script src=\"https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-AMS-MML_SVG\"></script><script type=\"text/javascript\">if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}</script>                <script type=\"text/javascript\">window.PlotlyConfig = {MathJaxConfig: 'local'};</script>\n",
              "        <script src=\"https://cdn.plot.ly/plotly-2.8.3.min.js\"></script>                <div id=\"ebac27a2-96e7-4d27-a66c-b393a8f8a3c6\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"ebac27a2-96e7-4d27-a66c-b393a8f8a3c6\")) {                    Plotly.newPlot(                        \"ebac27a2-96e7-4d27-a66c-b393a8f8a3c6\",                        [{\"marker\":{\"color\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116],\"colorscale\":[[0.0,\"#440154\"],[0.1111111111111111,\"#482878\"],[0.2222222222222222,\"#3e4989\"],[0.3333333333333333,\"#31688e\"],[0.4444444444444444,\"#26828e\"],[0.5555555555555556,\"#1f9e89\"],[0.6666666666666666,\"#35b779\"],[0.7777777777777778,\"#6ece58\"],[0.8888888888888888,\"#b5de2b\"],[1.0,\"#fde725\"]],\"opacity\":0.8,\"size\":8},\"mode\":\"markers\",\"name\":\"nerve corrdinate\",\"x\":[288.249984,284.999958,281.749932,280.749924,279.74991600000004,278.249904,278.499906,278.24990399999996,279.999918,282.249936,283.74994799999996,283.74994799999996,283.99995,284.749956,285.499962,285.74996400000003,287.499978,290.25,291.000006,288.49998600000004,289.749996,290.500002,289.499994,286.249968,281.49993,280.24992,280.24992,280.24992,282.499938,283.499946,284.749956,287.499978,288.24998400000004,288.74998800000003,288.74998800000003,303.75010799999995,306.75013200000006,306.75013200000006,307.50013799999994,307.50013799999994,304.250112,302.500098,300.000078,298.000062,291.50001000000003,283.74994799999996,284.249952,283.249944,284.499954,286.49997,289.499994,290.750004,290.750004,289.249992,290.75000400000005,294.25003200000003,294.25003200000003,292.250016,294.250032,294.500034,297.000054,299.00007,299.750076,302.500098,301.75009200000005,297.25005600000003,289.499994,283.74994799999996,277.7499,275.24988,275.499882,274.74987600000003,274.249872,273.749868,271.99985399999997,271.249848,272.74986,274.249872,276.249888,275.74988399999995,276.49989,278.499906,281.249928,283.74994799999996,283.74994799999996,286.24996799999997,284.499954,283.499946,281.24992799999995,278.499906,271.49985,272.999862,276.749892,278.499906,276.999894,276.49989,275.74988399999995,273.749868,273.749868,272.999862,272.999862,274.49987400000003,280.24992000000003,279.249912,276.49989,276.249888,274.99987799999997,270.75023100000004,276.250275,277.000281,275.000265,268.75021499999997,268.75021499999997,260.75015099999996,257.000121,255.500109,254.750103],\"y\":[96.75005999999999,97.50001500000002,97.50001500000002,98.49987,98.999925,98.999925,98.999925,98.999925,97.50001500000002,98.24997,97.50001500000002,97.50001500000002,96.499905,96.499905,96.499905,97.250115,96.499905,96.250005,96.250005,97.75017,99.00018,99.74987999999999,100.499835,96.75005999999999,95.99985,95.99985,96.75005999999999,96.75005999999999,96.75005999999999,94.999995,94.75009500000002,94.75009500000002,94.75009500000002,93.999885,93.250185,97.24986,98.75002500000001,100.000035,100.000035,99.249825,98.00007000000001,97.250115,98.00007000000001,98.75002500000001,98.75002500000001,97.50001500000002,98.00007000000001,100.24993500000001,101.000145,100.74999,101.7501,101.7501,101.49994500000001,101.49994500000001,105.249975,102.250155,102.999855,103.25000999999999,103.49991,103.49991,103.49991,104.249865,104.249865,104.74992,105.50013,104.74992,102.0,102.0,100.499835,99.249825,97.500015,95.25015,95.49979499999999,95.25015,95.99985,96.49990499999998,97.500015,96.75005999999999,96.75005999999999,97.500015,97.500015,98.50012500000001,97.75017,97.250115,97.250115,96.499905,97.50001500000002,99.49998,99.249825,98.50012500000001,99.49998,97.75017,99.49998,99.49998,99.750135,99.750135,99.750135,99.750135,99.750135,99.750135,99.750135,99.750135,100.24993500000001,100.000035,100.000035,99.249825,96.99996,95.74995,94.00013999999999,94.75009500000002,94.75009500000002,94.00013999999999,94.00013999999999,95.249895,94.25004000000001,94.25004000000001,94.25004000000001],\"z\":[0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116],\"type\":\"scatter3d\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"title\":{\"text\":\"Nerve Position over time\"}},                        {\"responsive\": true}                    ).then(function(){\n",
              "                            \n",
              "var gd = document.getElementById('ebac27a2-96e7-4d27-a66c-b393a8f8a3c6');\n",
              "var x = new MutationObserver(function (mutations, observer) {{\n",
              "        var display = window.getComputedStyle(gd).display;\n",
              "        if (!display || display === 'none') {{\n",
              "            console.log([gd, 'removed!']);\n",
              "            Plotly.purge(gd);\n",
              "            observer.disconnect();\n",
              "        }}\n",
              "}});\n",
              "\n",
              "// Listen for the removal of the full notebook cells\n",
              "var notebookContainer = gd.closest('#notebook-container');\n",
              "if (notebookContainer) {{\n",
              "    x.observe(notebookContainer, {childList: true});\n",
              "}}\n",
              "\n",
              "// Listen for the clearing of the current output cell\n",
              "var outputEl = gd.closest('.output');\n",
              "if (outputEl) {{\n",
              "    x.observe(outputEl, {childList: true});\n",
              "}}\n",
              "\n",
              "                        })                };                            </script>        </div>\n",
              "</body>\n",
              "</html>"
            ]
          },
          "metadata": {}
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "#tourch hubを使って学習済みモデルをmodelに格納\n",
        "import torch\n",
        "model = torch.hub.load('', 'custom', path='/content/yolov5/last.pt', source='local') "
      ],
      "metadata": {
        "id": "oVBrQcZddBOa"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "#openCVを使って動画に対して処理を実行\n",
        "##この辺colab notebookでは動かないので改善必要！！\n",
        "import cv2\n",
        "\n",
        "camera = cv2.VideoCapture('content/yolov5/data/images/cts.mp4')\n",
        "while True:\n",
        "  ret,imgs = camera.read()\n",
        "  h,w,ch = imgs.shape\n",
        "  #画面を5分割して1/5のところから4/5（中央）のところまでを切り抜き\n",
        "  im_cropped = img[round(h/5):round(h/5)*4, round(w/5):round(h/5)*4, :]\n",
        "  results = model(im_cropped)#modelに渡して推論実行\n",
        "  cv2.imshow(imgs)\n",
        "\n"
      ],
      "metadata": {
        "id": "-iO2Y6LVmF9w"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import cv2\n",
        "import matplotlib.pyplot as plt\n",
        "imgs = cv2.imread('/content/yolov5/data/images/CTS.jpg') \n",
        "results = model(imgs)\n",
        "results.save()"
      ],
      "metadata": {
        "id": "zM3nbIL0d98c"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "img = plt.imread('/content/yolov5/runs/detect/exp4/M2019071012273250900030000001.jpg')\n",
        "plt.imshow(img)\n",
        "plt.show()"
      ],
      "metadata": {
        "id": "20Q6bw0lcFnu"
      },
      "execution_count": null,
      "outputs": []
    }
  ]
}