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Learning

Deep dive into SLEAP concepts, workflows, and best practices. These guides go beyond the tutorial to help you get the most out of SLEAP.


Understanding SLEAP

  • System Overview


    High-level architecture and how SLEAP components work together.

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  • Using the GUI


    Comprehensive guide to the SLEAP labeling interface and all its features.

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Training & Models

  • Model Configuration


    Model approaches (top-down vs bottom-up), backbone networks, and hyperparameters.

    sleap-nn docs

  • Skeleton Design


    Tips for designing effective skeletons for your animals.

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Workflows

  • Prediction-Assisted Labeling


    Use model predictions to speed up your labeling workflow.

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Troubleshooting

  • Common Tracking Mistakes


    Understand and fix common issues in multi-animal tracking.

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  • Troubleshooting Workflows


    Diagnose and resolve issues in your SLEAP pipeline.

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