chencodeX / crnn-pytorch

Use pytorch to implement CRNN and CTCloss, and generate libtorch models

crnn-pytorch

Use pytorch to implement CRNN and CTCloss, and generate libtorch models

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

changelist

• Modify the VGG model in the original paper to MobileNetV3
• Replace LSTM in the original paper with dynamic LSTM

These operations will save about 50% of the amount of parameters and more than 60% of the amount of calculation, while maintaining or exceeding the recognition effect of the original paper.