CRNN_Pytorch(Convolutional Recurrent Neural Network)

The implements of the Convolutional Recurrent Neural Network(CRNN)in Pytorch.Origin repo could be found in crnn

Requirements

• Pytorch >= 0.4
• lmdb
• torchvision

demo

A demo program can be found in demo.py. launch the demo by:

python demo.py

Train a new model

Construct dataset following (origin guide). If you want to train with variable length images (keep the origin ratio for example), please modify the tool/create_dataset.py and sort the image according to the text length. Execute python train.py --adadelta --trainRoot {train_path} --valRoot {val_path} --cuda. Explore train.py for details.

Feel free to contact me if you have any suggestions or questions, issues are welcome, create a PR if you find any bugs or you want to contribute.😄