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Sierkinhane/CRNN_Chinese_Characters_Rec

A PyTorch-based CRNN model for recognizing and transcribing Chinese characters from images.

1.9k stars Python Computer VisionML Frameworks
CRNN_Chinese_Characters_Rec
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This repository implements a Convolutional Recurrent Neural Network (CRNN) architecture with CTC loss for Chinese character recognition. The model combines CNN feature extraction with bidirectional LSTM layers to handle variable-length text sequences in images. It supports training on synthetic Chinese string datasets or custom image-label pairs, using standard deep learning components like tensorboardX for training visualization.

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