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LPRNet

The Pytorch implementation is xuexingyu24/License_Plate_Detection_Pytorch.

How to Run

  1. generate LPRnet.wts from pytorch
git clone https://github.com/wang-xinyu/tensorrtx.git
git clone https://github.com/xuexingyu24/License_Plate_Detection_Pytorch.git

// copy tensorrtx/LRPnet/gen_wts.py to License_Plate_Detection_Pytorch/
// go to License_Plate_Detection_Pytorch/
python genwts.py
// a file 'LPRnet.wts' will be generated.
  1. build LPRnet and run
// put LPRnet.wts into tensorrtx/LPRnet
// go to tensorrtx/LPRnet
mkdir build
cd build
cmake ..
make
sudo ./LPRnet -s  // serialize model to file i.e. 'LPRnet.engine'
sudo ./LPRnet -d  // deserialize model and run inference