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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

🚀 Main Demo Notebooks

DeepLabCut SuperAnimal models
DeepLabCut on Single Mouse Data Demo
DeepLabCut MultiMouse Data Demo
DeepLabCut RTMPose human pose estimation demo

🚀 Notebooks For Your Data

DeepLabCut Model Zoo: SuperAnimal models
DeepLabCut for your standard (single animal) projects!
DeepLabCut for your multi-animal projects!

🚀 Special Feature Demos

Demo: How to use our Pose Transformer for unsupervised identity tracking of animals
DeepLabCut - Tutorial for BUCTD models
3D DeepLabCut Toolbox
DeepLabCut Model Zoo user-contributed models

🧑‍🍳 Cookbook (detailed helper guides)

How to convert a pre-2.2 project for use with DeepLabCut 2.2 or later
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

Hardware Tips

Technical (Hardware) Considerations

DeepLabCut-Live!

DeepLabCut-Live!

🦄 DeepLabCut Model Zoo

The DeepLabCut Model Zoo!
Using ModelZoo models on your own datasets

DeepLabCut Benchmarking

DeepLabCut benchmark
DeepLabCut Benchmarking - User Guide

Mission & Contribute

Mission and Values of DeepLabCut
A development roadmap for DeepLabCut
Governance Model of DeepLabCut
How to Contribute to DeepLabCut

Citations for DeepLabCut

How to Cite DeepLabCut

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By The DeepLabCut Team

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