Convolutional Recurrent Neural Network

Requirements

• python 3.5+
• pytorch 1.1
• torch_baidu_ctc
• lmdn
• opencv

Data Preparation

Prepare a text in the following format

/path/to/img/img.jpg helloword
...

Train

1. config the train_file,test_filein config.json
2. generate alphabet use fellow script to generate alphabet.py in the some folder with train.py

python3 utils/get_keys.py

2. use following script to run

python3 train.py

Predict

predict.py is used to inference on single image

1. config model_path, img_path in predict.py
2. use following script to predict

python3 predict.py