├── .dockerignore ├── .gitignore ├── CONTRIBUTING.md ├── Dockerfile ├── Dockerfile.deepstream ├── INFERENCE.md ├── LICENSE ├── README.md ├── TRAINING.md ├── __init__.py ├── csrc ├── calibrator.h ├── cuda │ ├── decode.cu │ ├── decode.h │ ├── nms.cu │ ├── nms.h │ └── utils.h ├── engine.cpp ├── engine.h ├── extensions.cpp └── plugins │ ├── DecodePlugin.h │ └── NMSPlugin.h ├── extras ├── cppapi │ ├── CMakeLists.txt │ ├── README.md │ ├── export.cpp │ ├── infer.cpp │ └── infervideo.cpp ├── deepstream │ ├── README.md │ └── deepstream-sample │ │ ├── CMakeLists.txt │ │ ├── ds_config_1vid.txt │ │ ├── ds_config_8vid.txt │ │ ├── infer_config_batch1.txt │ │ ├── infer_config_batch8.txt │ │ ├── labels_coco.txt │ │ └── nvdsparsebbox_retinanet.cpp ├── tensorrt-6.0.1.5-cp36-none-linux_x86_64.whl └── test.sh ├── markup_utils ├── __init__.py └── supervisly_to_coco.py ├── retinanet ├── __init__.py ├── backbones │ ├── __init__.py │ ├── fpn.py │ ├── layers.py │ ├── resnet.py │ └── utils.py ├── box.py ├── dali.py ├── data.py ├── export_models.sh ├── infer.py ├── infer_example.py ├── inference_no_dali.py ├── loss.py ├── main.py ├── model.py ├── train.py └── utils.py ├── setup.py └── unet ├── common ├── __init__.py ├── models_common.py ├── pt_models.py └── smp_models.py ├── convert_to_trt.py ├── export_onnx.py └── infer_service.py /.dockerignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/.dockerignore -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/.gitignore -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/CONTRIBUTING.md -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/Dockerfile -------------------------------------------------------------------------------- /Dockerfile.deepstream: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/Dockerfile.deepstream -------------------------------------------------------------------------------- /INFERENCE.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/INFERENCE.md -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/README.md -------------------------------------------------------------------------------- /TRAINING.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/TRAINING.md -------------------------------------------------------------------------------- /__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /csrc/calibrator.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/calibrator.h -------------------------------------------------------------------------------- /csrc/cuda/decode.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/cuda/decode.cu -------------------------------------------------------------------------------- /csrc/cuda/decode.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/cuda/decode.h -------------------------------------------------------------------------------- /csrc/cuda/nms.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/cuda/nms.cu -------------------------------------------------------------------------------- /csrc/cuda/nms.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/cuda/nms.h -------------------------------------------------------------------------------- /csrc/cuda/utils.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/cuda/utils.h -------------------------------------------------------------------------------- /csrc/engine.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/engine.cpp -------------------------------------------------------------------------------- /csrc/engine.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/engine.h -------------------------------------------------------------------------------- /csrc/extensions.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/extensions.cpp -------------------------------------------------------------------------------- /csrc/plugins/DecodePlugin.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/plugins/DecodePlugin.h -------------------------------------------------------------------------------- /csrc/plugins/NMSPlugin.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/csrc/plugins/NMSPlugin.h -------------------------------------------------------------------------------- /extras/cppapi/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/cppapi/CMakeLists.txt -------------------------------------------------------------------------------- /extras/cppapi/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/cppapi/README.md -------------------------------------------------------------------------------- /extras/cppapi/export.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/cppapi/export.cpp -------------------------------------------------------------------------------- /extras/cppapi/infer.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/cppapi/infer.cpp -------------------------------------------------------------------------------- /extras/cppapi/infervideo.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/cppapi/infervideo.cpp -------------------------------------------------------------------------------- /extras/deepstream/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/README.md -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/CMakeLists.txt -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/ds_config_1vid.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/ds_config_1vid.txt -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/ds_config_8vid.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/ds_config_8vid.txt -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/infer_config_batch1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/infer_config_batch1.txt -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/infer_config_batch8.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/infer_config_batch8.txt -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/labels_coco.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/labels_coco.txt -------------------------------------------------------------------------------- /extras/deepstream/deepstream-sample/nvdsparsebbox_retinanet.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/deepstream/deepstream-sample/nvdsparsebbox_retinanet.cpp -------------------------------------------------------------------------------- /extras/tensorrt-6.0.1.5-cp36-none-linux_x86_64.whl: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/tensorrt-6.0.1.5-cp36-none-linux_x86_64.whl -------------------------------------------------------------------------------- /extras/test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/extras/test.sh -------------------------------------------------------------------------------- /markup_utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /markup_utils/supervisly_to_coco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/markup_utils/supervisly_to_coco.py -------------------------------------------------------------------------------- /retinanet/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /retinanet/backbones/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/backbones/__init__.py -------------------------------------------------------------------------------- /retinanet/backbones/fpn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/backbones/fpn.py -------------------------------------------------------------------------------- /retinanet/backbones/layers.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/backbones/layers.py -------------------------------------------------------------------------------- /retinanet/backbones/resnet.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/backbones/resnet.py -------------------------------------------------------------------------------- /retinanet/backbones/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/backbones/utils.py -------------------------------------------------------------------------------- /retinanet/box.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/box.py -------------------------------------------------------------------------------- /retinanet/dali.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/dali.py -------------------------------------------------------------------------------- /retinanet/data.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/data.py -------------------------------------------------------------------------------- /retinanet/export_models.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/export_models.sh -------------------------------------------------------------------------------- /retinanet/infer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/infer.py -------------------------------------------------------------------------------- /retinanet/infer_example.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/infer_example.py -------------------------------------------------------------------------------- /retinanet/inference_no_dali.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/inference_no_dali.py -------------------------------------------------------------------------------- /retinanet/loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/loss.py -------------------------------------------------------------------------------- /retinanet/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/main.py -------------------------------------------------------------------------------- /retinanet/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/model.py -------------------------------------------------------------------------------- /retinanet/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/train.py -------------------------------------------------------------------------------- /retinanet/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/retinanet/utils.py -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/setup.py -------------------------------------------------------------------------------- /unet/common/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /unet/common/models_common.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/unet/common/models_common.py -------------------------------------------------------------------------------- /unet/common/pt_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/unet/common/pt_models.py -------------------------------------------------------------------------------- /unet/common/smp_models.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/unet/common/smp_models.py -------------------------------------------------------------------------------- /unet/convert_to_trt.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/unet/convert_to_trt.py -------------------------------------------------------------------------------- /unet/export_onnx.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/unet/export_onnx.py -------------------------------------------------------------------------------- /unet/infer_service.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aidonchuk/retinanet-examples/HEAD/unet/infer_service.py --------------------------------------------------------------------------------