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Convolutional Recurrent Neural Network

This software implements the Convolutional Recurrent Neural Network (CRNN) in gluon. Origin software could be found in crnn

Requirements

• mxnet 1.5.0
• mxboard

Data Preparation

Prepare a text in the following format

/path/to/img/img.jpg label
...

Train

1. config the dataset['train']['dataset']['data_path'],dataset['validate']['dataset']['data_path'] in config.yaml
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 --config_path config.yaml

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