OpenVINO Training Extensions - LPRNet

[junxnone]

Reference

• [ ] LPRNet: License Plate Recognition
• [ ] paper - LPRNet: License Plate Recognition via Deep Neural Networks

Downloads

Dataset

wget https://download.01.org/openvinotoolkit/training_toolbox_tensorflow/datasets/Synthetic_Chinese_License_Plates.tar.gz

Model

https://download.01.org/openvinotoolkit/training_toolbox_tensorflow/models/lpr/chinese_lp/license-plate-recognition-barrier-0007.zip

Pre-processing the dataset

• cop the Dataset to training_toolbox_tensorflow/data/synthetic_chinese_license_plates
• split the dataset to train and val

  python3 make_train_val_split.py annotation

  cd training_toolbox/lpr
  vi chinese_lp/config.py

  change the train.file_list_path and eval.file_list_path

Train

python3 train.py chinese_lp/config.py

Evaluation

python3 eval.py vlp/config.py

Inference

python3 infer.py chinese_lp/config.py

[junxnone]

79