├── README.md ├── lmdb ├── 12 │ ├── create_license_12.sh │ └── make_imagenet_mean.sh ├── 24 │ ├── create_license_24.sh │ └── make_imagenet_mean.sh ├── 48 │ ├── create_license_48.sh │ └── make_imagenet_mean.sh ├── 12_cal │ ├── create_license_6cal.sh │ └── make_imagenet_mean.sh ├── 24COCO │ ├── create_license_12.sh │ └── make_imagenet_mean.sh ├── 48_cal │ ├── create_license_48cal.sh │ └── make_imagenet_mean.sh ├── 48_sh │ ├── create_license_48.sh │ └── make_imagenet_mean.sh ├── 4c │ ├── create_license_4c.sh │ └── make_imagenet_mean.sh ├── 4cal │ ├── create_license_6cal.sh │ └── make_imagenet_mean.sh ├── 6c │ ├── create_license_6c.sh │ └── make_imagenet_mean.sh └── 6cal │ ├── create_license_6cal.sh │ └── make_imagenet_mean.sh ├── lp_test.py ├── preprocess_data ├── lib │ ├── calc_recall.py │ ├── calc_recall.pyc │ ├── load_model_functions.py │ ├── lp_detection_functions.py │ └── lp_detection_functions.pyc ├── license_12c │ ├── create_hard_negative.py │ ├── create_negative.py │ ├── license_12_surgery.py │ ├── license_plate.py │ ├── pre_resize.py │ ├── shuffle_write_negatives.py │ ├── shuffle_write_positives.py │ └── write_train_val.py ├── license_12cal │ ├── calibration_12cal.py │ ├── shuffle_write_calibration.py │ └── write_train_val_calibration.py ├── license_24c │ ├── filter_posFromNeg.py │ ├── fromCOCO │ │ ├── create_negative_24c_fromCoco.py │ │ └── shuffle_write_negatives_fromCoco.py │ ├── fromOrigin │ │ ├── create_negative_24c.py │ │ ├── create_negative_24c_filter_by_COCOcls.py │ │ ├── pre_resize.py │ │ ├── shuffle_write_negatives_fromOrigin.py │ │ └── write_val.py │ ├── pre_resize.py │ ├── test_recall.py │ ├── test_recall.pyc │ └── write_train_val.py ├── license_48c │ ├── create_negative_48c.py │ ├── create_negative_48c_COCO.py │ ├── log.txt │ ├── shuffle_write_negatives_fromOrigin.py │ ├── shuffle_write_negatives_qh.py │ ├── test.py │ ├── test_old.py │ └── test_recall.py ├── license_48cal │ ├── calibration_48cal.py │ ├── shuffle_write_calibration.py │ └── write_train_val_calibration.py ├── lp4cal │ ├── calibration_12cal.py │ ├── shuffle_write_calibration.py │ └── write_train_val_calibration.py ├── lp_4c │ ├── create_hard_negative.py │ ├── create_negative.py │ ├── license_4_surgery.py │ ├── license_plate.py │ ├── pre_resize.py │ ├── shuffle_write_negatives.py │ ├── shuffle_write_positives.py │ └── write_train_val.py └── lp_6c │ ├── create_hard_negative.py │ ├── create_negative.py │ ├── license_6_surgery.py │ ├── license_plate.py │ ├── pre_resize.py │ ├── shuffle_write_negatives.py │ ├── shuffle_write_positives.py │ └── write_train_val.py ├── process.txt ├── readme.txt ├── script ├── analyze_boxes.py ├── car.py ├── create_livense_txt.py ├── hist │ ├── license_plate_HH.jpg │ ├── license_plate_WW.jpg │ ├── license_plate_aspect_ratio.jpg │ ├── license_plate_h.jpg │ ├── license_plate_ox.jpg │ ├── license_plate_oy.jpg │ └── license_plate_w.jpg ├── image │ ├── license_plate │ │ ├── 00001.jpg │ │ ├── 00002.jpg │ │ ├── 00003.jpg │ │ ├── 00004.jpg │ │ └── 00005.jpg │ └── original │ │ ├── 00000.jpg │ │ ├── 00001.jpg │ │ ├── 00002.jpg │ │ └── 00003.jpg ├── list.txt ├── merge.py ├── pre_resize.py └── see.py └── train_net ├── jobs ├── license12c_full_conv.prototxt ├── license_12c │ ├── deploy.prototxt │ ├── license12c_full_conv.prototxt │ ├── license12c_full_conv_5x17.caffemodel │ ├── license_12c_accuracy.png │ ├── license_12c_iter_400000.caffemodel │ ├── license_12c_iter_400000.solverstate │ ├── license_12c_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_12cal │ ├── deploy.prototxt │ ├── license_12cal_accuracy.png │ ├── license_12cal_iter_400000.caffemodel │ ├── license_12cal_iter_400000.solverstate │ ├── license_12cal_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_24c │ ├── deploy.prototxt │ ├── license_24c_accuracy.png │ ├── license_24c_iter_400000.caffemodel │ ├── license_24c_iter_400000.solverstate │ ├── license_24c_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_24cal │ ├── deploy.prototxt │ ├── license_24cal_accuracy.png │ ├── license_24cal_iter_400000.caffemodel │ ├── license_24cal_iter_400000.solverstate │ ├── license_24cal_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_48c_lmdb │ ├── deploy.prototxt │ ├── license_48c_lmdb_accuracy.png │ ├── license_48c_lmdb_iter_400000.caffemodel │ ├── license_48c_lmdb_iter_400000.solverstate │ ├── license_48c_lmdb_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_48cal │ ├── deploy.prototxt │ ├── license_48cal_accuracy.png │ ├── license_48cal_iter_400000.caffemodel │ ├── license_48cal_iter_400000.solverstate │ ├── license_48cal_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_4c │ ├── deploy.prototxt │ ├── license4c_full_conv.prototxt │ ├── license4c_full_conv_1x5.caffemodel │ ├── license_4c_accuracy.png │ ├── license_4c_iter_400000.caffemodel │ ├── license_4c_iter_400000.solverstate │ ├── license_4c_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_4cal │ ├── deploy.prototxt │ ├── license_4cal_accuracy.png │ ├── license_4cal_iter_400000.caffemodel │ ├── license_4cal_iter_400000.solverstate │ ├── license_4cal_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_6c │ ├── deploy.prototxt │ ├── license6c_full_conv.prototxt │ ├── license6c_full_conv_2x8.caffemodel │ ├── license_6c_accuracy.png │ ├── license_6c_iter_400000.caffemodel │ ├── license_6c_iter_400000.solverstate │ ├── license_6c_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt └── license_6cal │ ├── deploy.prototxt │ ├── license_6cal_accuracy.png │ ├── license_6cal_iter_400000.caffemodel │ ├── license_6cal_iter_400000.solverstate │ ├── license_6cal_loss.png │ ├── solver.prototxt │ ├── test.prototxt │ └── train.prototxt ├── license_12c_py ├── license_12_net.py ├── license_12_net.pyc ├── log.txt ├── log_lr_0.01.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_12cal_py ├── license_12cal_net.py ├── license_12cal_net.pyc ├── log.txt ├── log.txt_backup ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_24c_py ├── license_24_net.py ├── license_24_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_24cal_py ├── license_24cal_net.py ├── license_24cal_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_48c_lmdb ├── license_48_net.py ├── license_48_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_48cal_py ├── license_48cal_net.py ├── license_48cal_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_4c_py ├── license_4_net.py ├── license_4_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_4cal_py ├── license_4cal_net.py ├── license_4cal_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh ├── license_6c_py ├── license_6_net.py ├── license_6_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh └── license_6cal_py ├── license_4cal_net.pyc ├── license_6cal_net.py ├── license_6cal_net.pyc ├── log.txt ├── run.py ├── solver.py ├── solver.pyc └── train.sh /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qinhuan/cascadeCNN_license_plate_detection/HEAD/README.md -------------------------------------------------------------------------------- /lmdb/12/create_license_12.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/qinhuan/cascadeCNN_license_plate_detection/HEAD/lmdb/12/create_license_12.sh -------------------------------------------------------------------------------- /lmdb/12/make_imagenet_mean.sh: 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