wangzheallen/awesome-human-pose-estimation resource

Health v2 · maintenance only

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Adoption not part of the score

1375 stars · 209 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of papers, datasets, benchmarks, and implementations for human pose estimation and related topics such as 3D human mesh, video pose, and motion prediction. It is a fork of cbsudux's list, customized for study and sharing.

Use cases

• find papers on 2d and 3d human pose estimation
• discover datasets for pose estimation research
• find popular pytorch and tensorflow pose estimation implementations
• learn about human mesh recovery and motion capture research
• survey real-time pose estimation methods
• find benchmarks for human pose estimation

When to choose

• you are starting research or study in human pose estimation
• you need a survey of papers, datasets, and code across pose-related subfields
• you want links to benchmarks and workshops in one place

When to avoid

• you need a working pose estimation library or model to run
• you need actively maintained code rather than a paper list
• you need hand or face pose resources specifically (see related lists)

Facets

learning-resource · maturity maintenance

computer-vision machine-learning computer-vision machine-learning artificial-intelligence cross-platform awesome-list human-pose-estimation pose-estimation motion-capture 3d-human-mesh paper-collection datasets benchmarks

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