text_detection_db

DB

Real-time Scene Text Detection with Differentiable Binarization

text_detection_db.onnx is trained on TD500 dataset, which can detect both English & Chinese instances. It is obtained from here and renamed from DB_TD500_resnet18.onnx.

Demo

Run the following command to try the demo:

# detect on camera input
python demo.py
# detect on an image
python demo.py --input /path/to/image

License

All files in this directory are licensed under Apache 2.0 License.

Reference

• https://arxiv.org/abs/1911.08947
• https://github.com/MhLiao/DB
• https://docs.opencv.org/master/d4/d43/tutorial_dnn_text_spotting.html