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LPRNet re-written with pytorch-lightning

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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

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LPRNet re-written with pytorch-lightning

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  • Python 100.0%