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Welcome! 👋

Getting Started

🥳 Get started with DeepLabCut: our key recommendations
DeepLabCut Self-paced Course

Installation

How To Install DeepLabCut
Installation Tips
DeepLabCut Docker containers

Main User Guides

DeepLabCut User Guide (for single animal projects)
DeepLabCut for Multi-Animal Projects
3D DeepLabCut
Helper & Advanced Optional Function Documentation

Graphical User Interfaces (GUIs)

Interactive Project Manager GUI
napari labeling GUI

DLC3 PyTorch Specific Docs

DeepLabCut 3.0 - Pytorch User Guide
The PyTorch Configuration file
DeepLabCut 3.0 - PyTorch Model Architectures

Quick Start Tutorials

QUICK GUIDE to single Animal Training:
Multi-animal pose estimation with DeepLabCut: A 5-minute tutorial

🚀 Beginner's Guide to DeepLabCut

Using DeepLabCut
Setting up what keypoints to track
Labeling GUI
Neural Network training and evaluation in the GUI
Video Analysis with DeepLabCut

Hardware Tips

Technical (Hardware) Considerations

DeepLabCut-Live!

DeepLabCut-Live!

🦄 DeepLabCut Model Zoo

The DeepLabCut Model Zoo!
Using ModelZoo models on your own datasets
💚 MegaDetector+DeepLabCut 💜

🧑‍🍳 Cookbook (detailed helper guides)

How to convert a pre-2.2 project for use with DeepLabCut 2.2
How to use data labeled outside of DeepLabCut
Input/output manipulations with DeepLabCut
Model training tips & tricks
Some data processing recipes!
Automate training and video analysis: Batch Processing
How to write a DLC Methods Section
Clustering in the napari-DeepLabCut GUI
Intel OpenVINO backend
Improving network performance on unbalanced data via augmentation 🦇
The pose_cfg.yaml Guideline Handbook
Publishing Notebooks into the Main DLC Cookbook

DeepLabCut Benchmarking

DeepLabCut benchmark
DeepLabCut Benchmarking - User Guide

Mission & Contribute

Mission and Values of DeepLabCut
A development roadmap for DeepLabCut
Governance Model of DeepLabCut

Citations for DeepLabCut

How to Cite DeepLabCut

Repository
Open issue

Index

By The DeepLabCut Team

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