├── .gitignore ├── .pre-commit-config.yaml ├── README.md ├── analytics ├── README.md ├── bokeh_test.py ├── consumer.py ├── consumer │ └── main.py ├── data_generator.py ├── docker-compose.yml ├── producer.py └── producer │ └── main.py ├── data_preparation ├── README.md ├── character_recognition │ ├── README.md │ ├── clean_crops_by_size.py │ ├── counter.ipynb │ ├── plate_labeler.py │ └── resize.py └── detection │ ├── README.md │ ├── kitti2yolo.py │ └── yolo2kitti.py ├── deployment ├── Dockerfile ├── README.md ├── common │ ├── FPS.py │ ├── README.md │ ├── __init__.py │ ├── bus_call.py │ ├── is_aarch_64.py │ ├── multistream.py │ ├── pipeline.py │ └── utils.py ├── configs │ ├── colornet_sgie3_config.txt │ ├── dstest2_sgie1_config.txt │ ├── dstest3_pgie_config.txt │ ├── dstest4_pgie_config.txt │ ├── general_tracker_config.txt │ ├── lpdnet_sgie1_config.txt │ ├── lprnet_sgie2_config.txt │ ├── tcnet_pgie_config.txt │ └── tracker_config.yml ├── custom_libraries │ ├── includes │ │ ├── nvds_analytics_meta.h │ │ ├── nvds_roi_meta.h │ │ ├── nvdsmeta.h │ │ ├── nvdsmeta_schema.h │ │ └── nvll_osd_struct.h │ ├── nvinfer_custom_lpr_parser │ │ ├── Makefile │ │ ├── libnvdsinfer_custom_impl_lpr.so │ │ └── nvinfer_custom_lpr_parser.cpp │ ├── nvmsgconv │ │ ├── Makefile │ │ ├── README.md │ │ ├── deepstream_schema │ │ │ ├── custommsg_payload.cpp │ │ │ ├── deepstream_schema.cpp │ │ │ ├── deepstream_schema.h │ │ │ ├── dsmeta_payload.cpp │ │ │ └── eventmsg_payload.cpp │ │ ├── libnvds_msgconv_custom.so │ │ ├── nvmsgconv.cpp │ │ └── nvmsgconv.h │ └── pyds_custom │ │ ├── LICENSE │ │ ├── README.md │ │ ├── build.sh │ │ ├── pyds_custom.cpp │ │ └── setup.py ├── data │ └── download_base_models.sh ├── deepstream-main │ ├── README.md │ ├── configs │ │ ├── dstest4_msgconv_config.txt │ │ └── global_config.cfg │ ├── globals.py │ ├── img │ │ ├── DS_plugin_metadata_720.png │ │ ├── diagram.png │ │ └── pipeline.png │ ├── main.py │ ├── probes.py │ ├── run_consumer.sh │ └── run_deepstream.sh ├── deepstream-msg2kafka │ ├── README.md │ ├── configs │ │ ├── cfg_kafka.txt │ │ ├── dstest4_msgconv_config.txt │ │ └── global_config.cfg │ ├── globals.py │ ├── img │ │ ├── msg2kafka.png │ │ └── pipeline.png │ ├── main.py │ ├── message_example.json │ ├── probes.py │ ├── run_consumer.sh │ ├── run_deepstream.sh │ └── run_kafka_server.sh ├── deepstream-video2data │ ├── README.md │ ├── configs │ │ └── global_config.cfg │ ├── globals.py │ ├── imagedata-app-block-diagram.png │ ├── img │ │ └── pipeline.png │ ├── main.py │ ├── probes.py │ └── run_deepstream.sh ├── img │ └── pipeline.svg └── run_docker_ds.sh ├── pipeline.png ├── training ├── commands.sh ├── detectnet_v2 │ ├── __init__.py │ ├── detectnet_v2.ipynb │ └── specs │ │ ├── detectnet_v2_inference_kitti_etlt.txt │ │ ├── detectnet_v2_inference_kitti_etlt_qat.txt │ │ ├── detectnet_v2_inference_kitti_tlt.txt │ │ ├── detectnet_v2_retrain_resnet18_kitti.txt │ │ ├── detectnet_v2_retrain_resnet18_kitti_qat.txt │ │ ├── detectnet_v2_tfrecords_kitti_trainval.txt │ │ └── detectnet_v2_train_resnet18_kitti.txt ├── lpd_net │ ├── README.md │ ├── __init__.py │ ├── commands.sh │ ├── lpd_prepare_data.py │ ├── lpdnet_train.ipynb │ └── specs │ │ ├── SPECS_tfrecord.txt │ │ ├── SPECS_train.txt │ │ ├── detectnet_v2_inference_kitti_etlt.txt │ │ ├── detectnet_v2_inference_kitti_etlt_qat.txt │ │ ├── detectnet_v2_inference_kitti_tlt.txt │ │ ├── detectnet_v2_retrain_resnet18_kitti.txt │ │ ├── detectnet_v2_retrain_resnet18_kitti_qat.txt │ │ ├── detectnet_v2_tfrecords_kitti_trainval.txt │ │ └── detectnet_v2_train_resnet18_kitti.txt ├── lprnet │ ├── README.md │ ├── download_and_prepare_data.sh │ ├── lprnet.ipynb │ ├── preprocess_openalpr_benchmark.py │ └── specs │ │ ├── tutorial_spec.txt │ │ ├── tutorial_spec_scratch.txt │ │ └── us_lp_characters.txt ├── requirements.txt └── tcnet │ ├── README.md │ ├── __init__.py │ ├── commands.sh │ ├── specs │ ├── SPECS_tfrecord.txt │ ├── SPECS_train.txt │ ├── 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