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Pose annotator

A simple GUI for clicking on keypoints for training pose estimation models. Currently only supports one set of points per frame. Please consider contributing for multiple instances per frame!

Installation

  • pip install pose-annotator

Usage

Customize default_config.yaml then launch using pose_annotator usr_cfg=path/to/custom/config.yaml

Hotkeys

  • Ctrl+S save
  • Right next frame
  • Left previous frame
  • Down next keypoint
  • Space next keypoint
  • Up previous keypoint
  • Delete delete keypoint

Known issues

  • Adding or deleting images from a directory with existing annotations
    • annotations are matched to image files by rank-order of the filename
  • ModuleNotFoundError: No module named 'skbuild'
    • please pip install --upgrade pip

TODO

  • Make player resize image appropriately on startup
    • current behavior: changing frame resizes images to fit in view; does not expand size on image resize
  • support removing keypoints
  • support multiple animals / people per image
  • add action queue + undo button