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.
video_preds/: contains the predictions and metrics from videos.
video_preds/labeled_videos/: the labeled mp4 video
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
The directory named "outputs" contains the pose estimation data after running [Lightning Pose](
https://doi.org/10.1101/2023.04.28.538703) pose estimation algorithm on the example data provided in their own [GitHub repo](https://github.com/danbider/lightning-pose) 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](https://colab.research.google.com/github/danbider/lightning-pose/blob/main/scripts/litpose_training_demo.ipynb)
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 video
* `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
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
video_preds/
: contains the predictions and metrics from videos.video_preds/labeled_videos/
: the labeled mp4 videovideo_preds/test_vid.mp4
: the original videovideo_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 keypointsvideo_preds/test_vid_pca_singleview_error.csv
: pca singleview reprojection error between predictions and labeled keypointsvideo_preds/test_vid_temporal_norm.csv
: the temporal norm between predictions and labeled key points