PlateRecognition
Python Datamining final project
models can be downloaded at https://disk.pku.edu.cn:443/link/7CEB1A5D1C20D6F75F582E5D36D13442
Part 1 Character recognizing
Training
To train a model for character recognizing, first run
python gen_my_chardata.pyTo generate real car plate character dataset.
Then, run
python train_char.py --data_path "../data/mychar_data" --save "model_path" --lr 1e-4 --batchsize 64 --epoch 20To train your character recognition model.
Test
To test your model at “model path”
python run_char.py --classifier_path "model_path"Part 2 Car plate localization
Training
To train a model for plate localization, run
python train_plate.py --data_path "../data/Plate_dataset" --save "model_path" --lr 2e-4 --batchsize 16 --epoch 1000To train your model.
Test
To test your model at “model path”
python run_plate.py --model_path "model_path"