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sirius-ai/LPRNet_Pytorch

A PyTorch implementation of LPRNet, a lightweight CNN-based deep learning model for automatic license plate recognition.

1.1k stars Python Computer Vision
LPRNet_Pytorch
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The repository provides a complete implementation of LPRNet for recognizing Chinese blue and green (new energy) license plates from images. It includes a CNN backbone with CTC (Connectionist Temporal Classification) loss for sequence recognition, pre-trained model weights, and scripts for training and testing. The model achieves 96%+ accuracy on test datasets with 1.7M parameters and sub-millisecond inference on a GTX 1060.

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