├── .gitignore ├── CMakeLists.txt ├── Nanodet.cpp ├── Nanodet.h ├── README.assets ├── 1.5x-320-Finetune_Graphwise_Quantization_Error.png ├── 1.5x-320-Finetune_Layerwise_Quantization_Error.png ├── 1.5x-320-Graphwise_Quantization_Error.png ├── 1.5x-320-Layerwise_Quantization_Error.png ├── 1.5x-416-Finetune_Graphwise_Quantization_Error.png └── 1.5x-416-Finetune_Layerwise_Quantization_Error.png ├── README.md ├── add_pre_post.py ├── main.cpp ├── quant ├── nncf_ptq.py └── ppq_ptq.py └── workspace ├── imgs └── car.jpg ├── nanodet-1.5x-320-fp32.bin ├── nanodet-1.5x-320-fp32.xml ├── nanodet-1.5x-320-int8.bin ├── nanodet-1.5x-320-int8.xml ├── nanodet-1.5x-416-fp32.bin ├── nanodet-1.5x-416-fp32.xml ├── nanodet-1.5x-416-int8.bin ├── nanodet-1.5x-416-int8.xml ├── nanodet-320-fp32.bin ├── nanodet-320-fp32.xml ├── nanodet-320-int8.bin ├── nanodet-320-int8.xml ├── nanodet-416-fp32.bin ├── nanodet-416-fp32.xml ├── nanodet-416-int8.bin ├── nanodet-416-int8.xml ├── nanodet-full-1.5x-320-int8-ppq.bin ├── nanodet-full-1.5x-320-int8-ppq.xml ├── nanodet-full-1.5x-416-int8-ppq.bin ├── nanodet-full-1.5x-416-int8-ppq.xml └── videos └── palace.mp4 /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/.gitignore -------------------------------------------------------------------------------- /CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/CMakeLists.txt -------------------------------------------------------------------------------- /Nanodet.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/Nanodet.cpp -------------------------------------------------------------------------------- /Nanodet.h: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/Nanodet.h -------------------------------------------------------------------------------- /README.assets/1.5x-320-Finetune_Graphwise_Quantization_Error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.assets/1.5x-320-Finetune_Graphwise_Quantization_Error.png -------------------------------------------------------------------------------- /README.assets/1.5x-320-Finetune_Layerwise_Quantization_Error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.assets/1.5x-320-Finetune_Layerwise_Quantization_Error.png -------------------------------------------------------------------------------- /README.assets/1.5x-320-Graphwise_Quantization_Error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.assets/1.5x-320-Graphwise_Quantization_Error.png -------------------------------------------------------------------------------- /README.assets/1.5x-320-Layerwise_Quantization_Error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.assets/1.5x-320-Layerwise_Quantization_Error.png -------------------------------------------------------------------------------- /README.assets/1.5x-416-Finetune_Graphwise_Quantization_Error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.assets/1.5x-416-Finetune_Graphwise_Quantization_Error.png -------------------------------------------------------------------------------- /README.assets/1.5x-416-Finetune_Layerwise_Quantization_Error.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.assets/1.5x-416-Finetune_Layerwise_Quantization_Error.png -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/README.md -------------------------------------------------------------------------------- /add_pre_post.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/add_pre_post.py -------------------------------------------------------------------------------- /main.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/main.cpp -------------------------------------------------------------------------------- /quant/nncf_ptq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/quant/nncf_ptq.py -------------------------------------------------------------------------------- /quant/ppq_ptq.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/quant/ppq_ptq.py -------------------------------------------------------------------------------- /workspace/imgs/car.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/imgs/car.jpg -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-320-fp32.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-320-fp32.bin -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-320-fp32.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-320-fp32.xml -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-320-int8.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-320-int8.bin -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-320-int8.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-320-int8.xml -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-416-fp32.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-416-fp32.bin -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-416-fp32.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-416-fp32.xml -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-416-int8.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-416-int8.bin -------------------------------------------------------------------------------- /workspace/nanodet-1.5x-416-int8.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-1.5x-416-int8.xml -------------------------------------------------------------------------------- /workspace/nanodet-320-fp32.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-320-fp32.bin -------------------------------------------------------------------------------- /workspace/nanodet-320-fp32.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-320-fp32.xml -------------------------------------------------------------------------------- /workspace/nanodet-320-int8.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-320-int8.bin -------------------------------------------------------------------------------- /workspace/nanodet-320-int8.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-320-int8.xml -------------------------------------------------------------------------------- /workspace/nanodet-416-fp32.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-416-fp32.bin -------------------------------------------------------------------------------- /workspace/nanodet-416-fp32.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-416-fp32.xml -------------------------------------------------------------------------------- /workspace/nanodet-416-int8.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-416-int8.bin -------------------------------------------------------------------------------- /workspace/nanodet-416-int8.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-416-int8.xml -------------------------------------------------------------------------------- /workspace/nanodet-full-1.5x-320-int8-ppq.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-full-1.5x-320-int8-ppq.bin -------------------------------------------------------------------------------- /workspace/nanodet-full-1.5x-320-int8-ppq.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-full-1.5x-320-int8-ppq.xml -------------------------------------------------------------------------------- /workspace/nanodet-full-1.5x-416-int8-ppq.bin: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-full-1.5x-416-int8-ppq.bin -------------------------------------------------------------------------------- /workspace/nanodet-full-1.5x-416-int8-ppq.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/nanodet-full-1.5x-416-int8-ppq.xml -------------------------------------------------------------------------------- /workspace/videos/palace.mp4: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/l-sf/Nanodet_openvino_quant_deploy/HEAD/workspace/videos/palace.mp4 --------------------------------------------------------------------------------