Lightning Pose App documentation

The Lightning Pose App is a browser-based GUI that facilitates the deveopment of pose estimation projects.

The app runs in the cloud using Lightning.ai.

For more information on the Lightning Pose algorithm, see our 2024 Nature Methods paper and the Lightning Pose github repo.

See also: Lightning Pose algorithm ReadTheDocs.

Contents:

• Getting started
  • Duplicate Lightning Studio with pre-installed app
  • Install app from github
  • Update an already-installed app
• Using the app
  • Manage Project
  • Extract Frames
  • Label Frames
  • Train/Infer
  • Train Status
  • Image Diagnostics
  • Image Viewer
  • Video Diagnostics
  • Video Player
• User guides
  • Run inference on large datasets
• Accessing your data
  • Lightning Pose project structure
  • Model directory structure
• FAQs
  • General
  • Data labeling
  • Model training
  • Post-processing