models/text_recognition_crnn/README.md

CRNN

An End-to-End Trainable Neural Network for Image-based Sequence Recognition and Its Application to Scene Text Recognition

Note:

• Model source: https://docs.opencv.org/4.5.2/d9/d1e/tutorial_dnn_OCR.html.
• For details on training this model, please visit https://github.com/zihaomu/deep-text-recognition-benchmark, which can only recognize english words.

Demo

NOTE: This demo uses text_detection_db as text detector.

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/1507.05717
• https://github.com/bgshih/crnn
• https://github.com/meijieru/crnn.pytorch
• https://github.com/zihaomu/deep-text-recognition-benchmark
• https://docs.opencv.org/4.5.2/d9/d1e/tutorial_dnn_OCR.html