text_detection_db

DB

Real-time Scene Text Detection with Differentiable Binarization

Note:

• Models source: here.
• IC15 in the filename means the model is trained on IC15 dataset, which can detect English text instances only.
• TD500 in the filename means the model is trained on TD500 dataset, which can detect both English & Chinese instances.
• Visit https://docs.opencv.org/master/d4/d43/tutorial_dnn_text_spotting.html for more information.

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 -v

# get help regarding various parameters
python demo.py --help

Example outputs

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