behavior_testing_data/lightningpose

Lightning Pose format

The directory named "outputs" contains the pose estimation data after running Lightning Pose pose estimation algorithm on the example data provided in their own GitHub repo on 2023-11-09.

The example data is located here: https://github.com/danbider/lightning-pose/tree/main/data/mirror-mouse-example The output was generated from this notebook

Example directory structure

/outputs/YYYY-MM-DD/HH-MM-SS/
  └── video_preds/
      ├── labeled_videos/
      ├── test_vid.csv
      ├── test_vid_pca_multiview_error.csv
      ├── test_vid_pca_singleview_error.csv
      └── test_vid_temporal_norm.csv

• video_preds/: contains the predictions and metrics from videos.
• video_preds/labeled_videos/: the labeled mp4 videos
• video_preds/test_vid.mp4: the original video
• video_preds/test_vid.csv: the predictions on labeled data (x, y coordinates and confidence)
• video_preds/test_vid_pca_multiview_error.csv: the pca multiview reprojection error between predictions and labeled keypoints
• video_preds/test_vid_pca_singleview_error.csv: pca singleview reprojection error between predictions and labeled keypoints
• video_preds/test_vid_temporal_norm.csv: the temporal norm between predictions and labeled key points