awesome-3d-human-reconstruction  by rlczddl

Curated list of resources for 3D human reconstruction

created 5 years ago
928 stars

Top 40.2% on sourcepulse

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Project Summary

This repository is a curated list of resources for 3D human reconstruction, covering papers, code, datasets, and labs. It serves researchers and practitioners in computer vision and graphics looking to explore or contribute to the field of creating digital human models from various inputs.

How It Works

The list is organized by sub-topics within 3D human reconstruction, such as AIGC, NeRF, PIFu, 3DGS, geometry fusion, and specific body parts (face, head, hand, body), as well as related aspects like matting, pose estimation, and applications. It provides links to papers and code for each entry, enabling users to quickly access relevant research.

Quick Start & Requirements

This is a curated list, not a runnable project. No installation or specific requirements are applicable.

Highlighted Details

  • Comprehensive coverage of recent advancements in 3D human reconstruction, including NeRF-based methods and generative models.
  • Categorization by specific body parts and reconstruction techniques for targeted exploration.
  • Links to both papers and code for a significant number of entries, facilitating practical application.
  • Inclusion of related fields like human matting and pose estimation, offering a broader context.

Maintenance & Community

The list is open for contributions, indicating an active community effort. Specific contributors or maintainers are not highlighted in the README.

Licensing & Compatibility

As a curated list of external resources, licensing varies per linked paper and code repository. Users must consult the individual licenses of the projects they choose to use.

Limitations & Caveats

The list is a collection of links and does not provide any integrated functionality or tools. The quality and maintenance status of linked projects are not guaranteed by this repository.

Health Check
Last commit

1 year ago

Responsiveness

1 week

Pull Requests (30d)
0
Issues (30d)
0
Star History
24 stars in the last 90 days

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