├── LICENSE ├── README.md ├── evaluation_metrics ├── README.md └── evaluation_metrics.py ├── imgs ├── binary_confusion_matrix.png ├── classification_vs_object_detection.png ├── iou.png └── iou_examples.png └── object_detection ├── README.md ├── __init__.py ├── face_detection ├── MtcnnDetector.py ├── README.md ├── __init__.py ├── config.py ├── data_utils.py ├── detector.py ├── face_detection.py ├── face_extract_temp.py ├── fcn_detector.py ├── gen_hard_example.py ├── gen_mtcnn_data.py ├── gen_onet_tfrecords.py ├── gen_pnet_tfrecords.py ├── gen_rnet_tfrecords.py ├── gen_traininig_data.py ├── loader.py ├── minibatch.py ├── mtcnn_model.py ├── nms.py ├── read_tfrecord.py ├── train.py └── train_mtcnn_nets.py └── pc_screen_lock ├── README.md ├── config.py ├── known-faces └── alisher.jpg └── lock_pc_screen.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/README.md -------------------------------------------------------------------------------- /evaluation_metrics/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/evaluation_metrics/README.md -------------------------------------------------------------------------------- /evaluation_metrics/evaluation_metrics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/evaluation_metrics/evaluation_metrics.py -------------------------------------------------------------------------------- /imgs/binary_confusion_matrix.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/imgs/binary_confusion_matrix.png -------------------------------------------------------------------------------- /imgs/classification_vs_object_detection.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/imgs/classification_vs_object_detection.png -------------------------------------------------------------------------------- /imgs/iou.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/imgs/iou.png -------------------------------------------------------------------------------- /imgs/iou_examples.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/imgs/iou_examples.png -------------------------------------------------------------------------------- /object_detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/README.md -------------------------------------------------------------------------------- /object_detection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /object_detection/face_detection/MtcnnDetector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/MtcnnDetector.py -------------------------------------------------------------------------------- /object_detection/face_detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/README.md -------------------------------------------------------------------------------- /object_detection/face_detection/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /object_detection/face_detection/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/config.py -------------------------------------------------------------------------------- /object_detection/face_detection/data_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/data_utils.py -------------------------------------------------------------------------------- /object_detection/face_detection/detector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/detector.py -------------------------------------------------------------------------------- /object_detection/face_detection/face_detection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/face_detection.py -------------------------------------------------------------------------------- /object_detection/face_detection/face_extract_temp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/face_extract_temp.py -------------------------------------------------------------------------------- /object_detection/face_detection/fcn_detector.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/fcn_detector.py -------------------------------------------------------------------------------- /object_detection/face_detection/gen_hard_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/gen_hard_example.py -------------------------------------------------------------------------------- /object_detection/face_detection/gen_mtcnn_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/gen_mtcnn_data.py -------------------------------------------------------------------------------- /object_detection/face_detection/gen_onet_tfrecords.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/gen_onet_tfrecords.py -------------------------------------------------------------------------------- /object_detection/face_detection/gen_pnet_tfrecords.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/gen_pnet_tfrecords.py -------------------------------------------------------------------------------- /object_detection/face_detection/gen_rnet_tfrecords.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/gen_rnet_tfrecords.py -------------------------------------------------------------------------------- /object_detection/face_detection/gen_traininig_data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/gen_traininig_data.py -------------------------------------------------------------------------------- /object_detection/face_detection/loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/loader.py -------------------------------------------------------------------------------- /object_detection/face_detection/minibatch.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/minibatch.py -------------------------------------------------------------------------------- /object_detection/face_detection/mtcnn_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/mtcnn_model.py -------------------------------------------------------------------------------- /object_detection/face_detection/nms.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/nms.py -------------------------------------------------------------------------------- /object_detection/face_detection/read_tfrecord.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/read_tfrecord.py -------------------------------------------------------------------------------- /object_detection/face_detection/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/train.py -------------------------------------------------------------------------------- /object_detection/face_detection/train_mtcnn_nets.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/face_detection/train_mtcnn_nets.py -------------------------------------------------------------------------------- /object_detection/pc_screen_lock/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/pc_screen_lock/README.md -------------------------------------------------------------------------------- /object_detection/pc_screen_lock/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/pc_screen_lock/config.py -------------------------------------------------------------------------------- /object_detection/pc_screen_lock/known-faces/alisher.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/pc_screen_lock/known-faces/alisher.jpg -------------------------------------------------------------------------------- /object_detection/pc_screen_lock/lock_pc_screen.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Machine-Learning-Tokyo/practical-ml-implementations/HEAD/object_detection/pc_screen_lock/lock_pc_screen.py --------------------------------------------------------------------------------