├── .gitignore ├── .vscode ├── c_cpp_properties.json ├── launch.json └── tasks.json ├── 2007_005331_pred_by_one_epoch.jpg ├── 2007_005331_pred_pretrained.jpg ├── CMakeLists.txt ├── LICENSE ├── README.md ├── dataset ├── train │ ├── images │ │ ├── 2007_000027.jpg │ │ ├── 2007_000061.jpg │ │ ├── 2007_000129.jpg │ │ ├── 2007_000243.jpg │ │ ├── 2007_000332.jpg │ │ ├── 2007_000392.jpg │ │ ├── 2007_000491.jpg │ │ ├── 2007_000549.jpg │ │ ├── 2007_000636.jpg │ │ ├── 2007_000664.jpg │ │ ├── 2007_000733.jpg │ │ ├── 2007_000793.jpg │ │ ├── 2007_000830.jpg │ │ ├── 2007_000876.jpg │ │ ├── 2007_001073.jpg │ │ ├── 2007_001225.jpg │ │ ├── 2007_001299.jpg │ │ ├── 2007_001397.jpg │ │ ├── 2007_001430.jpg │ │ ├── 2007_001526.jpg │ │ ├── 2007_001586.jpg │ │ ├── 2007_001609.jpg │ │ ├── 2007_001678.jpg │ │ ├── 2007_001717.jpg │ │ ├── 2007_001764.jpg │ │ ├── 2007_001872.jpg │ │ ├── 2007_001960.jpg │ │ ├── 2007_002088.jpg │ │ ├── 2007_002119.jpg │ │ ├── 2007_002212.jpg │ │ ├── 2007_002262.jpg │ │ ├── 2007_002284.jpg │ │ ├── 2007_002370.jpg │ │ ├── 2007_002403.jpg │ │ ├── 2007_002462.jpg │ │ ├── 2007_002565.jpg │ │ ├── 2007_002624.jpg │ │ ├── 2007_002669.jpg │ │ ├── 2007_002823.jpg │ │ ├── 2007_002896.jpg │ │ ├── 2007_002967.jpg │ │ ├── 2007_003051.jpg │ │ ├── 2007_003106.jpg │ │ ├── 2007_003137.jpg │ │ ├── 2007_003189.jpg │ │ ├── 2007_003201.jpg │ │ ├── 2007_003267.jpg │ │ ├── 2007_003367.jpg │ │ ├── 2007_003503.jpg │ │ ├── 2007_003541.jpg │ │ ├── 2007_003587.jpg │ │ ├── 2007_003659.jpg │ │ ├── 2007_003715.jpg │ │ ├── 2007_003786.jpg │ │ ├── 2007_003848.jpg │ │ ├── 2007_003910.jpg │ │ ├── 2007_004003.jpg │ │ ├── 2007_004065.jpg │ │ ├── 2007_004133.jpg │ │ └── 2007_004193.jpg │ └── labels │ │ ├── 2007_000027.xml │ │ ├── 2007_000061.xml │ │ ├── 2007_000129.xml │ │ ├── 2007_000243.xml │ │ ├── 2007_000332.xml │ │ ├── 2007_000392.xml │ │ ├── 2007_000491.xml │ │ ├── 2007_000549.xml │ │ ├── 2007_000636.xml │ │ ├── 2007_000664.xml │ │ ├── 2007_000733.xml │ │ ├── 2007_000793.xml │ │ ├── 2007_000830.xml │ │ ├── 2007_000876.xml │ │ ├── 2007_001073.xml │ │ ├── 2007_001225.xml │ │ ├── 2007_001299.xml │ │ ├── 2007_001397.xml │ │ ├── 2007_001430.xml │ │ ├── 2007_001526.xml │ │ ├── 2007_001586.xml │ │ ├── 2007_001609.xml │ │ ├── 2007_001678.xml │ │ ├── 2007_001717.xml │ │ ├── 2007_001764.xml │ │ ├── 2007_001872.xml │ │ ├── 2007_001960.xml │ │ ├── 2007_002088.xml │ │ ├── 2007_002119.xml │ │ ├── 2007_002212.xml │ │ ├── 2007_002262.xml │ │ ├── 2007_002284.xml │ │ ├── 2007_002370.xml │ │ ├── 2007_002403.xml │ │ ├── 2007_002462.xml │ │ ├── 2007_002565.xml │ │ ├── 2007_002624.xml │ │ ├── 2007_002669.xml │ │ ├── 2007_002823.xml │ │ ├── 2007_002896.xml │ │ ├── 2007_002967.xml │ │ ├── 2007_003051.xml │ │ ├── 2007_003106.xml │ │ ├── 2007_003137.xml │ │ ├── 2007_003189.xml │ │ ├── 2007_003201.xml │ │ ├── 2007_003267.xml │ │ ├── 2007_003367.xml │ │ ├── 2007_003503.xml │ │ ├── 2007_003541.xml │ │ ├── 2007_003587.xml │ │ ├── 2007_003659.xml │ │ ├── 2007_003715.xml │ │ ├── 2007_003786.xml │ │ ├── 2007_003848.xml │ │ ├── 2007_003910.xml │ │ ├── 2007_004003.xml │ │ ├── 2007_004065.xml │ │ ├── 2007_004133.xml │ │ └── 2007_004193.xml ├── val │ ├── images │ │ ├── 2007_004275.jpg │ │ ├── 2007_004380.jpg │ │ ├── 2007_004454.jpg │ │ ├── 2007_004483.jpg │ │ ├── 2007_004538.jpg │ │ ├── 2007_004663.jpg │ │ ├── 2007_004722.jpg │ │ ├── 2007_004810.jpg │ │ ├── 2007_004866.jpg │ │ ├── 2007_004988.jpg │ │ ├── 2007_005064.jpg │ │ ├── 2007_005124.jpg │ │ ├── 2007_005206.jpg │ │ ├── 2007_005262.jpg │ │ ├── 2007_005294.jpg │ │ ├── 2007_005331.jpg │ │ ├── 2007_005405.jpg │ │ └── 2007_005460.jpg │ └── labels │ │ ├── 2007_004275.xml │ │ ├── 2007_004380.xml │ │ ├── 2007_004454.xml │ │ ├── 2007_004483.xml │ │ ├── 2007_004538.xml │ │ ├── 2007_004663.xml │ │ ├── 2007_004722.xml │ │ ├── 2007_004810.xml │ │ ├── 2007_004866.xml │ │ ├── 2007_004988.xml │ │ ├── 2007_005064.xml │ │ ├── 2007_005124.xml │ │ ├── 2007_005206.xml │ │ ├── 2007_005262.xml │ │ ├── 2007_005294.xml │ │ ├── 2007_005331.xml │ │ ├── 2007_005405.xml │ │ └── 2007_005460.xml └── voc_classes.txt ├── libtorch_detection.vcxproj ├── libtorch_detection.vcxproj.filters ├── libtorch_detection.vcxproj.user ├── src ├── DetDataset.cpp ├── DetDataset.h ├── Detector.cpp ├── Detector.h ├── main.cpp ├── models │ ├── CSPdarknet53_tiny.cpp │ ├── CSPdarknet53_tiny.h │ ├── yolo4_tiny.cpp │ ├── yolo4_tiny.h │ ├── yolo_training.cpp │ └── yolo_training.h └── utils │ ├── Augmentations.cpp │ ├── Augmentations.h │ ├── _dirent.h │ ├── readfile.h │ ├── tinystr.cpp │ ├── tinystr.h │ ├── tinyxml.cpp │ ├── tinyxml.h │ ├── tinyxmlerror.cpp │ ├── tinyxmlparser.cpp │ ├── util.cpp │ └── util.h └── weights └── put weights.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/AllentDan/LibtorchDetection/HEAD/.gitignore -------------------------------------------------------------------------------- /.vscode/c_cpp_properties.json: 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