This repository implements the CRNN with Resnet in pytorch.
- release the Chinese Version
- release the English Version
- Finetune the Handwritting Version
- Python3 (Python3.7 is recommended)
- PyTorch >= 1.0 (1.2 is recommended)
- torchvision from master
- matplotlib
- GCC >= 4.9 (This is very important!)
- OpenCV
- CUDA >= 9.0 (10.0 is recommended)
If you want to train
bash train.sh
the demo which run a image has been made
python demo
[IIIT5K]
@Acc | Lev-distance | |
---|---|---|
CRNN (English) | 90.9000 | - |
CRNN (Chinese) | 90.6667 | 95.4388 |
[ReCTS]
@Acc | Lev-distance | |
---|---|---|
CRNN (English) | - | - |
CRNN (Chinese) | - | 80.90 |