├── .gitignore ├── LICENSE ├── MANIFEST.in ├── README.md ├── assets ├── 4k_video.gif ├── balloon_color_splash.gif ├── detection_activations.png ├── detection_anchors.png ├── detection_final.png ├── detection_histograms.png ├── detection_masks.png ├── detection_refinement.png ├── detection_tensorboard.png ├── images_to_osm.png ├── mapping_challenge.png ├── nucleus_segmentation.png ├── project_3dbuildings.png ├── project_grass_gis.png ├── project_ice_wedge_polygons.png ├── project_shiny1.jpg ├── project_usiigaci1.gif ├── project_usiigaci2.gif └── street.png ├── car-damage-detection.ipynb ├── custom.py ├── dataset ├── test │ ├── test1.jpg │ └── test2.jpg ├── train │ ├── image1.jpeg │ ├── image10.jpg │ ├── image13.jpg │ ├── image14.jpg │ ├── image15.jpg │ ├── image16.jpg │ ├── image17.jpg │ ├── image18.jpeg │ ├── image19.jpeg │ ├── image2.jpg │ ├── image21.jpeg │ ├── image28.jpg │ ├── image3.jpg │ ├── image33.jpg │ ├── image38.jpg │ ├── image39.jpg │ ├── image4.jpg │ ├── image40.jpeg │ ├── image42.jpg │ ├── image43.jpg │ ├── image44.jpg │ ├── image45.jpg │ ├── image46.jpeg │ ├── image47.jpg │ ├── image48.jpg │ ├── image49.jpg │ ├── image5.jpeg │ ├── image50.jpg │ ├── image51.png │ ├── image52.jpg │ ├── image53.jpg │ ├── image54.jpg │ ├── image55.jpeg │ ├── image56.jpg │ ├── image57.jpg │ ├── image58.jpg │ ├── image59.png │ ├── image6.png │ ├── image60.jpg │ ├── image61.jpg │ ├── image62.jpg │ ├── image63.jpg │ ├── image64.jpg │ ├── image65.jpg │ ├── image66.jpg │ ├── image67.jpg │ ├── image7.jpg │ ├── image8.jpg │ ├── image9.jpeg │ └── via_region_data.json └── val │ ├── image61.jpeg │ ├── image62.jpg │ ├── image63.jpg │ ├── image64.jpg │ ├── image65.jpg │ ├── image72.jpeg │ ├── image73.jpg │ ├── image74.jpeg │ ├── image75.jpeg │ ├── image75.jpg │ ├── image76.jpg │ ├── image77.jpg │ ├── image78.jpg │ ├── image79.jpg │ ├── image80.jpg │ └── via_region_data.json ├── debug.log ├── introduction.docx ├── media ├── after1.png ├── after2.png ├── before1.jpg ├── before2.jpg ├── damage1.jpg ├── damage2.jpg ├── load_function.PNG ├── mask-rcnn.png ├── prediction.PNG ├── result1.gif ├── result1.png ├── result2.gif ├── result2.png ├── train_function.PNG ├── validation1.png ├── visualization1.png └── visualization2.png ├── mrcnn ├── __init__.py ├── config.py ├── model.py ├── parallel_model.py ├── utils.py └── visualize.py ├── requirements.txt ├── samples ├── balloon │ ├── README.md │ ├── balloon.py │ ├── inspect_balloon_data.ipynb │ └── inspect_balloon_model.ipynb ├── coco │ ├── coco.py │ ├── inspect_data.ipynb │ ├── inspect_model.ipynb │ └── inspect_weights.ipynb ├── demo.ipynb ├── nucleus │ ├── README.md │ ├── inspect_nucleus_data.ipynb │ ├── inspect_nucleus_model.ipynb │ └── nucleus.py └── shapes │ ├── shapes.py │ └── train_shapes.ipynb ├── setup.cfg ├── setup.py └── training_cmd.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/LICENSE -------------------------------------------------------------------------------- /MANIFEST.in: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/MANIFEST.in -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/README.md -------------------------------------------------------------------------------- /assets/4k_video.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/4k_video.gif -------------------------------------------------------------------------------- /assets/balloon_color_splash.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/balloon_color_splash.gif -------------------------------------------------------------------------------- /assets/detection_activations.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_activations.png -------------------------------------------------------------------------------- /assets/detection_anchors.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_anchors.png -------------------------------------------------------------------------------- /assets/detection_final.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_final.png -------------------------------------------------------------------------------- /assets/detection_histograms.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_histograms.png -------------------------------------------------------------------------------- /assets/detection_masks.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_masks.png -------------------------------------------------------------------------------- /assets/detection_refinement.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_refinement.png -------------------------------------------------------------------------------- /assets/detection_tensorboard.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/detection_tensorboard.png -------------------------------------------------------------------------------- /assets/images_to_osm.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/images_to_osm.png -------------------------------------------------------------------------------- /assets/mapping_challenge.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/mapping_challenge.png -------------------------------------------------------------------------------- /assets/nucleus_segmentation.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/nucleus_segmentation.png -------------------------------------------------------------------------------- /assets/project_3dbuildings.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/project_3dbuildings.png -------------------------------------------------------------------------------- /assets/project_grass_gis.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/project_grass_gis.png -------------------------------------------------------------------------------- /assets/project_ice_wedge_polygons.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/project_ice_wedge_polygons.png -------------------------------------------------------------------------------- /assets/project_shiny1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/project_shiny1.jpg -------------------------------------------------------------------------------- /assets/project_usiigaci1.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/project_usiigaci1.gif -------------------------------------------------------------------------------- /assets/project_usiigaci2.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/project_usiigaci2.gif -------------------------------------------------------------------------------- /assets/street.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/assets/street.png -------------------------------------------------------------------------------- /car-damage-detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/car-damage-detection.ipynb -------------------------------------------------------------------------------- /custom.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/custom.py -------------------------------------------------------------------------------- /dataset/test/test1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/test/test1.jpg -------------------------------------------------------------------------------- /dataset/test/test2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/test/test2.jpg -------------------------------------------------------------------------------- /dataset/train/image1.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image1.jpeg -------------------------------------------------------------------------------- /dataset/train/image10.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image10.jpg -------------------------------------------------------------------------------- /dataset/train/image13.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image13.jpg -------------------------------------------------------------------------------- /dataset/train/image14.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image14.jpg -------------------------------------------------------------------------------- /dataset/train/image15.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image15.jpg -------------------------------------------------------------------------------- /dataset/train/image16.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image16.jpg -------------------------------------------------------------------------------- /dataset/train/image17.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image17.jpg -------------------------------------------------------------------------------- /dataset/train/image18.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image18.jpeg -------------------------------------------------------------------------------- /dataset/train/image19.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image19.jpeg -------------------------------------------------------------------------------- /dataset/train/image2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image2.jpg -------------------------------------------------------------------------------- /dataset/train/image21.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image21.jpeg -------------------------------------------------------------------------------- /dataset/train/image28.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image28.jpg -------------------------------------------------------------------------------- /dataset/train/image3.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image3.jpg -------------------------------------------------------------------------------- /dataset/train/image33.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image33.jpg -------------------------------------------------------------------------------- /dataset/train/image38.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image38.jpg -------------------------------------------------------------------------------- /dataset/train/image39.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image39.jpg -------------------------------------------------------------------------------- /dataset/train/image4.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image4.jpg -------------------------------------------------------------------------------- /dataset/train/image40.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image40.jpeg -------------------------------------------------------------------------------- /dataset/train/image42.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image42.jpg -------------------------------------------------------------------------------- /dataset/train/image43.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image43.jpg -------------------------------------------------------------------------------- /dataset/train/image44.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image44.jpg -------------------------------------------------------------------------------- /dataset/train/image45.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image45.jpg -------------------------------------------------------------------------------- /dataset/train/image46.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image46.jpeg -------------------------------------------------------------------------------- /dataset/train/image47.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image47.jpg -------------------------------------------------------------------------------- /dataset/train/image48.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image48.jpg -------------------------------------------------------------------------------- /dataset/train/image49.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image49.jpg -------------------------------------------------------------------------------- /dataset/train/image5.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image5.jpeg -------------------------------------------------------------------------------- /dataset/train/image50.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image50.jpg -------------------------------------------------------------------------------- /dataset/train/image51.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image51.png -------------------------------------------------------------------------------- /dataset/train/image52.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image52.jpg -------------------------------------------------------------------------------- /dataset/train/image53.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image53.jpg -------------------------------------------------------------------------------- /dataset/train/image54.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image54.jpg -------------------------------------------------------------------------------- /dataset/train/image55.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image55.jpeg -------------------------------------------------------------------------------- /dataset/train/image56.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image56.jpg -------------------------------------------------------------------------------- /dataset/train/image57.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image57.jpg -------------------------------------------------------------------------------- /dataset/train/image58.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image58.jpg -------------------------------------------------------------------------------- /dataset/train/image59.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image59.png -------------------------------------------------------------------------------- /dataset/train/image6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image6.png -------------------------------------------------------------------------------- /dataset/train/image60.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image60.jpg -------------------------------------------------------------------------------- /dataset/train/image61.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image61.jpg -------------------------------------------------------------------------------- /dataset/train/image62.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image62.jpg -------------------------------------------------------------------------------- /dataset/train/image63.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image63.jpg -------------------------------------------------------------------------------- /dataset/train/image64.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image64.jpg -------------------------------------------------------------------------------- /dataset/train/image65.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image65.jpg -------------------------------------------------------------------------------- /dataset/train/image66.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image66.jpg -------------------------------------------------------------------------------- /dataset/train/image67.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image67.jpg -------------------------------------------------------------------------------- /dataset/train/image7.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image7.jpg -------------------------------------------------------------------------------- /dataset/train/image8.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image8.jpg -------------------------------------------------------------------------------- /dataset/train/image9.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/image9.jpeg -------------------------------------------------------------------------------- /dataset/train/via_region_data.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/train/via_region_data.json -------------------------------------------------------------------------------- /dataset/val/image61.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image61.jpeg -------------------------------------------------------------------------------- /dataset/val/image62.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image62.jpg -------------------------------------------------------------------------------- /dataset/val/image63.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image63.jpg -------------------------------------------------------------------------------- /dataset/val/image64.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image64.jpg -------------------------------------------------------------------------------- /dataset/val/image65.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image65.jpg -------------------------------------------------------------------------------- /dataset/val/image72.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image72.jpeg -------------------------------------------------------------------------------- /dataset/val/image73.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image73.jpg -------------------------------------------------------------------------------- /dataset/val/image74.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image74.jpeg -------------------------------------------------------------------------------- /dataset/val/image75.jpeg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image75.jpeg -------------------------------------------------------------------------------- /dataset/val/image75.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image75.jpg -------------------------------------------------------------------------------- /dataset/val/image76.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image76.jpg -------------------------------------------------------------------------------- /dataset/val/image77.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image77.jpg -------------------------------------------------------------------------------- /dataset/val/image78.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image78.jpg -------------------------------------------------------------------------------- /dataset/val/image79.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image79.jpg -------------------------------------------------------------------------------- /dataset/val/image80.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/image80.jpg -------------------------------------------------------------------------------- /dataset/val/via_region_data.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/dataset/val/via_region_data.json -------------------------------------------------------------------------------- /debug.log: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/debug.log -------------------------------------------------------------------------------- /introduction.docx: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/introduction.docx -------------------------------------------------------------------------------- /media/after1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/after1.png -------------------------------------------------------------------------------- /media/after2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/after2.png -------------------------------------------------------------------------------- /media/before1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/before1.jpg -------------------------------------------------------------------------------- /media/before2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/before2.jpg -------------------------------------------------------------------------------- /media/damage1.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/damage1.jpg -------------------------------------------------------------------------------- /media/damage2.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/damage2.jpg -------------------------------------------------------------------------------- /media/load_function.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/load_function.PNG -------------------------------------------------------------------------------- /media/mask-rcnn.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/mask-rcnn.png -------------------------------------------------------------------------------- /media/prediction.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/prediction.PNG -------------------------------------------------------------------------------- /media/result1.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/result1.gif -------------------------------------------------------------------------------- /media/result1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/result1.png -------------------------------------------------------------------------------- /media/result2.gif: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/result2.gif -------------------------------------------------------------------------------- /media/result2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/result2.png -------------------------------------------------------------------------------- /media/train_function.PNG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/train_function.PNG -------------------------------------------------------------------------------- /media/validation1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/validation1.png -------------------------------------------------------------------------------- /media/visualization1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/visualization1.png -------------------------------------------------------------------------------- /media/visualization2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/media/visualization2.png -------------------------------------------------------------------------------- /mrcnn/__init__.py: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /mrcnn/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/mrcnn/config.py -------------------------------------------------------------------------------- /mrcnn/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/mrcnn/model.py -------------------------------------------------------------------------------- /mrcnn/parallel_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/mrcnn/parallel_model.py -------------------------------------------------------------------------------- /mrcnn/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/mrcnn/utils.py -------------------------------------------------------------------------------- /mrcnn/visualize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/mrcnn/visualize.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/requirements.txt -------------------------------------------------------------------------------- /samples/balloon/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/balloon/README.md -------------------------------------------------------------------------------- /samples/balloon/balloon.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/balloon/balloon.py -------------------------------------------------------------------------------- /samples/balloon/inspect_balloon_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/balloon/inspect_balloon_data.ipynb -------------------------------------------------------------------------------- /samples/balloon/inspect_balloon_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/balloon/inspect_balloon_model.ipynb -------------------------------------------------------------------------------- /samples/coco/coco.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/coco/coco.py -------------------------------------------------------------------------------- /samples/coco/inspect_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/coco/inspect_data.ipynb -------------------------------------------------------------------------------- /samples/coco/inspect_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/coco/inspect_model.ipynb -------------------------------------------------------------------------------- /samples/coco/inspect_weights.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/coco/inspect_weights.ipynb -------------------------------------------------------------------------------- /samples/demo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/demo.ipynb -------------------------------------------------------------------------------- /samples/nucleus/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/nucleus/README.md -------------------------------------------------------------------------------- /samples/nucleus/inspect_nucleus_data.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/nucleus/inspect_nucleus_data.ipynb -------------------------------------------------------------------------------- /samples/nucleus/inspect_nucleus_model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/nucleus/inspect_nucleus_model.ipynb -------------------------------------------------------------------------------- /samples/nucleus/nucleus.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/nucleus/nucleus.py -------------------------------------------------------------------------------- /samples/shapes/shapes.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/shapes/shapes.py -------------------------------------------------------------------------------- /samples/shapes/train_shapes.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/samples/shapes/train_shapes.ipynb -------------------------------------------------------------------------------- /setup.cfg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/setup.cfg -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/setup.py -------------------------------------------------------------------------------- /training_cmd.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/louisyuzhe/car-damage-detector/HEAD/training_cmd.txt --------------------------------------------------------------------------------