LPRNet

Spatial Transformer + License Plate Recognition Network
A High Performance And Lightweight Korean License Plate Recognition.
Pytorch-Lightning Implementation for sirius-ai/LPRNet_Pytorch

Performance

• inference time: about 5ms at each plate

Dependencies

• lightning>=2.x
• numpy>=1.17.1
• torch>=1.10.0
• tqdm>=4.57.0
• PyYAML>=5.4
• opencv-python>=3.0
• imutils>=0.4.0
• rich>=10.2.

Installation

git clone http://github.com/kwon-evan/LPRNet.git
cd LPRNet
python3 setup.py install

References

1. LPRNet: License Plate Recognition via Deep Neural Networks
2. sirius-ai/LPRNet_Pytorch