├── .gitignore ├── LICENSE ├── README.md ├── VOC2007 ├── Annotations │ ├── 000001.xml │ ├── 000002.xml │ ├── 000003.xml │ ├── 000004.xml │ ├── 000005.xml │ ├── 000006.xml │ └── 000007.xml ├── ImageSets │ └── Main │ │ ├── test.txt │ │ ├── train.txt │ │ ├── trainval.txt │ │ └── val.txt └── JPEGImages │ ├── 000001.jpg │ ├── 000002.jpg │ ├── 000003.jpg │ ├── 000004.jpg │ ├── 000005.jpg │ ├── 000006.jpg │ └── 000007.jpg ├── anchors_generate.py ├── checkpoint └── checkpoint ├── convert_weight.py ├── core ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── backbone.cpython-36.pyc │ ├── common.cpython-36.pyc │ ├── config.cpython-36.pyc │ ├── config_Chinese.cpython-36.pyc │ ├── dataset.cpython-36.pyc │ ├── utils.cpython-36.pyc │ ├── utils_Chinese.cpython-36.pyc │ └── yolov3.cpython-36.pyc ├── backbone.py ├── backbone_mobilenetv2.py ├── common.py ├── common_mobilenetv2.py ├── config.py ├── config_Chinese.py ├── dataset.py ├── utils.py ├── utils_Chinese.py ├── yolov3.py └── yolov3_mobilenetv2.py ├── data ├── anchors │ ├── basline_anchors.txt │ └── coco_anchors.txt ├── classes │ ├── coco.names │ ├── coco_Chinese.names │ ├── helmet.names │ ├── visdrone.names │ └── voc.names ├── dataset │ ├── .ipynb_checkpoints │ │ └── voc_train-checkpoint.txt │ ├── voc_test.txt │ └── voc_train.txt └── font │ ├── FiraMono-Medium.otf │ └── HuaWenXinWei-1.ttf ├── docs ├── helmet │ ├── bdaqm_10.jpg │ ├── bdaqm_17.jpg │ ├── bdaqm_19.jpg │ ├── bdaqm_33.jpg │ └── bdaqm_40.jpg ├── normal_images │ ├── .DS_Store │ ├── 000000000080.jpg │ ├── 000000000090.jpg │ ├── 000000000106.jpg │ ├── 000000000108.jpg │ ├── 000000000665.jpg │ ├── levio.jpeg │ ├── meme.jpg │ ├── road.jpg │ ├── sample_person.jpg │ ├── student.jpg │ └── yolov.jpg └── video │ └── car.mp4 ├── evaluate.py ├── evaluate_mobilenetv2.py ├── freeze_graph.py ├── freeze_graph_mobilenetv2.py ├── image_demo.py ├── image_demo_Chinese.py ├── image_demo_mobilenetv2.py ├── images_demo_batch.py ├── mAP ├── __init__.py ├── extra │ ├── README.md │ ├── class_list.txt │ ├── convert_gt_xml.py │ ├── convert_gt_yolo.py │ ├── convert_keras-yolo3.py │ ├── convert_pred_darkflow_json.py │ ├── convert_pred_yolo.py │ ├── find_class.py │ ├── intersect-gt-and-pred.py │ ├── remove_class.py │ ├── remove_delimiter_char.py │ ├── remove_space.py │ ├── rename_class.py │ └── result.txt └── main.py ├── output ├── 000000000080.jpg ├── 000000000090.jpg ├── 000000000106.jpg ├── 000000000108.jpg ├── 000000000665.jpg ├── demo.mp4 ├── demo_Chinese.mp4 ├── meme.jpg ├── road.jpg ├── sample_dog.jpg ├── sample_office.jpg ├── sample_person.jpg ├── student.jpg └── yolov.jpg ├── parse_voc_xml.py ├── readme_images ├── Predicted Objects Info.png ├── api.png ├── chinese_demo.jpg ├── demo.jpg ├── demo_helmet.jpg ├── mAP.png └── visdrone.jpg ├── requirements.txt ├── save_model.py ├── save_model_mobilenetv2.py ├── scripts ├── show_bboxes.py └── voc_annotation.py ├── split.py ├── train.py ├── train_mobilenetv2.py ├── video_demo.py ├── video_demo_Chinese.py └── yolov3_tfserving ├── __init__.py ├── apis ├── generate_python_files │ ├── generate_proto_files.sh │ ├── model.proto │ ├── predict.proto │ ├── prediction_service.proto │ └── tensorflow │ │ ├── contrib │ │ ├── ios_examples │ │ │ └── .gitignore │ │ ├── makefile │ │ │ └── .gitignore │ │ ├── pi_examples │ │ │ └── .gitignore │ │ ├── session_bundle │ │ │ └── manifest.proto │ │ └── tensorboard │ │ │ └── plugins │ │ │ └── projector │ │ │ └── projector_config.proto │ │ ├── core │ │ ├── debug │ │ │ └── debug_service.proto │ │ ├── example │ │ │ ├── example.proto │ │ │ ├── example_parser_configuration.proto │ │ │ └── feature.proto │ │ ├── framework │ │ │ ├── allocation_description.proto │ │ │ ├── attr_value.proto │ │ │ ├── cost_graph.proto │ │ │ ├── device_attributes.proto │ │ │ ├── function.proto │ │ │ ├── graph.proto │ │ │ ├── kernel_def.proto │ │ │ ├── log_memory.proto │ │ │ ├── node_def.proto │ │ │ ├── op_def.proto │ │ │ ├── resource_handle.proto │ │ │ ├── step_stats.proto │ │ │ ├── summary.proto │ │ │ ├── tensor.proto │ │ │ ├── tensor_description.proto │ │ │ ├── tensor_shape.proto │ │ │ ├── tensor_slice.proto │ │ │ ├── types.proto │ │ │ ├── variable.proto │ │ │ └── versions.proto │ │ ├── kernels │ │ │ └── reader_base.proto │ │ ├── protobuf │ │ │ ├── config.proto │ │ │ ├── control_flow.proto │ │ │ ├── master.proto │ │ │ ├── master_service.proto │ │ │ ├── meta_graph.proto │ │ │ ├── named_tensor.proto │ │ │ ├── queue_runner.proto │ │ │ ├── saved_model.proto │ │ │ ├── saver.proto │ │ │ ├── tensor_bundle.proto │ │ │ ├── tensorflow_server.proto │ │ │ ├── worker.proto │ │ │ └── worker_service.proto │ │ └── util │ │ │ ├── event.proto │ │ │ ├── memmapped_file_system.proto │ │ │ ├── saved_tensor_slice.proto │ │ │ └── test_log.proto │ │ ├── examples │ │ └── udacity │ │ │ └── .gitignore │ │ ├── go │ │ ├── genop │ │ │ └── .gitignore │ │ └── op │ │ │ └── .gitignore │ │ ├── python │ │ ├── framework │ │ │ └── cpp_shape_inference.proto │ │ ├── training │ │ │ └── checkpoint_state.proto │ │ └── util │ │ │ └── protobuf │ │ │ └── compare_test.proto │ │ ├── tensorboard │ │ ├── .bowerrc │ │ └── .gitignore │ │ └── tools │ │ ├── ci_build │ │ └── install │ │ │ └── .bazelrc │ │ ├── git │ │ └── .gitignore │ │ ├── proto_text │ │ └── test.proto │ │ ├── swig │ │ └── .gitignore │ │ └── tfprof │ │ ├── tfprof_log.proto │ │ ├── tfprof_options.proto │ │ └── tfprof_output.proto ├── model_pb2.py ├── model_pb2_grpc.py ├── predict_pb2.py ├── predict_pb2_grpc.py ├── prediction_service_pb2.py ├── prediction_service_pb2_grpc.py └── tensorflow │ └── core │ └── framework │ ├── allocation_description_pb2.py │ ├── allocation_description_pb2_grpc.py │ ├── attr_value_pb2.py │ ├── attr_value_pb2_grpc.py │ ├── cost_graph_pb2.py │ ├── cost_graph_pb2_grpc.py │ ├── device_attributes_pb2.py │ ├── device_attributes_pb2_grpc.py │ ├── function_pb2.py │ ├── function_pb2_grpc.py │ ├── graph_pb2.py │ ├── graph_pb2_grpc.py │ ├── kernel_def_pb2.py │ ├── kernel_def_pb2_grpc.py │ ├── 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