├── .gitignore ├── COLAB_Primer_MotionCapture_Fig3.ipynb ├── CorruptionFigure.py ├── Illustrating-Augmentations-FigurePipelineMontBlancBirds.py ├── Illustrating-Augmentations-FigurePipelineMouse.py ├── LICENSE ├── Primer_AugmentationComparison-Figures.py ├── Primer_RobustnessEvaluation-Figures.py ├── README.md ├── ResultsComparison ├── DLC_resnet50_openfieldOct30shuffle1_100000-results.csv ├── DLC_resnet50_openfieldOct30shuffle2_100000-results.csv ├── DLC_resnet50_openfieldOct30shuffle3_100000-results.csv ├── ErrorCurves.png ├── Errors_shuffle1.h5 ├── Errors_shuffle2.h5 ├── Errors_shuffle3.h5 ├── ErrorsafterAugmentation_shuffle1.h5 ├── ErrorsafterAugmentation_shuffle2.h5 ├── ErrorsafterAugmentation_shuffle3.h5 ├── ErrorsafterAugmentationpcutoff_shuffle1.h5 ├── ErrorsafterAugmentationpcutoff_shuffle2.h5 ├── ErrorsafterAugmentationpcutoff_shuffle3.h5 ├── Errorspcutoff_shuffle1.h5 ├── Errorspcutoff_shuffle2.h5 ├── Errorspcutoff_shuffle3.h5 ├── LearningCurves.png ├── PCKresults.png ├── PCKresultsafterAugmentation.png ├── Stickfigures.png ├── Stickfiguresfirst500.png ├── learning_stats_shuffle1.csv ├── learning_stats_shuffle2.csv ├── learning_stats_shuffle3.csv ├── m3v1mp4.mp4 ├── m3v1mp4DLC_resnet50_openfieldOct30shuffle1_100000.h5 ├── m3v1mp4DLC_resnet50_openfieldOct30shuffle2_100000.h5 └── m3v1mp4DLC_resnet50_openfieldOct30shuffle3_100000.h5 ├── ResultsComparisonFrames ├── frame0115imgaugstartframe.png ├── frame0115imgaugstopframe.png ├── frame0115scalecropstartframe.png ├── frame0115scalecropstopframe.png ├── frame0115tensorpackstartframe.png └── frame0115tensorpackstopframe.png ├── ResultsCorruption ├── LabelingCorruptionimpact_10Percent.png ├── LabelingCorruptionimpact_20Percent.png ├── LabelingCorruptionimpact_50Percent.png ├── LabelingCorruptionimpact_5Percent.png ├── LabelingCorruptionimpact_80Percent.png ├── LabelingCorruptionimpact_90Percent.png └── data_corruption_experiments.pickle ├── augmentationexamples ├── montblanc_images_img0071_joint.jpg ├── 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