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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals
| Date | Stars |
|---|---|
| 2026-07-24 | 1672 |
| 2026-07-25 | 1672 |
| 2026-07-28 | 1672 |
| 2026-07-30 | 1672 |
| 2026-08-06 | 1672 |
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<p align="center">
<h1 align="center">ICON: Implicit Clothed humans Obtained from Normals</h1>
<p align="center">
<a href="https://ps.is.tuebingen.mpg.de/person/yxiu"><strong>Yuliang Xiu</strong></a>
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<a href="https://ps.is.tuebingen.mpg.de/person/jyang"><strong>Jinlong Yang</strong></a>
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<a href="https://ps.is.mpg.de/~dtzionas"><strong>Dimitrios Tzionas</strong></a>
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<a href="https://ps.is.tuebingen.mpg.de/person/black"><strong>Michael J. Black</strong></a>
</p>
<h2 align="center">CVPR 2022</h2>
<div align="center">
<img src="./assets/teaser.gif" alt="Logo" width="100%">
</div>
<p align="center">
<br>
<a href="https://pytorch.org/get-started/locally/"><img alt="PyTorch" src="https://img.shields.io/badge/PyTorch-ee4c2c?logo=pytorch&logoColor=white"></a>
<a href="https://pytorchlightning.ai/"><img alt="Lightning" src="https://img.shields.io/badge/-Lightning-792ee5?logo=pytorchlightning&logoColor=white"></a>
<a href='https://colab.research.google.com/drive/1-AWeWhPvCTBX0KfMtgtMk10uPU05ihoA?usp=sharing' style='padding-left: 0.5rem;'><img src='https://colab.research.google.com/assets/colab-badge.svg' alt='Google Colab'></a>
<a href="https://huggingface.co/spaces/Yuliang/ICON" style='padding-left: 0.5rem;'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-orange'></a><br></br>
<a href='https://arxiv.org/abs/2112.09127'>
<img src='https://img.shields.io/badge/Paper-PDF-green?style=for-the-badge&logo=arXiv&logoColor=green' alt='Paper PDF'>
</a>
<a href='https://icon.is.tue.mpg.de/' style='padding-left: 0.5rem;'>
<img src='https://img.shields.io/badge/ICON-Page-orange?style=for-the-badge&logo=Google%20chrome&logoColor=orange' alt='Project Page'>
<a href="https://discord.gg/Vqa7KBGRyk"><img src="https://img.shields.io/discord/940240966844035082?color=7289DA&labelColor=4a64bd&logo=discord&logoColor=white&style=for-the-badge"></a>
<a href="https://youtu.be/hZd6AYin2DE"><img alt="youtube views" title="Subscribe to my YouTube channel" src="https://img.shields.io/youtube/views/hZd6AYin2DE?logo=youtube&labelColor=ce4630&style=for-the-badge"/></a>
</p>
</p>
<br />
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## News :triangular_flag_on_post:
- [2022/12/15] ICON belongs to the past, [ECON](https://github.com/YuliangXiu/ECON) is the future!
- [2022/09/12] Apply [KeypointNeRF](https://markomih.github.io/KeypointNeRF/) on ICON, quantitative numbers in [evaluation](docs/evaluation.md#benchmark-train-on-thuman20-test-on-cape)
- [2022/07/30] <a href="https://huggingface.co/spaces/Yuliang/ICON" style='padding-left: 0.5rem;'><img src='https://img.shields.io/badge/%F0%9F%A4%97%20Hugging%20Face-Spaces-orange'></a> <a href='https://colab.research.google.com/drive/1-AWeWhPvCTBX0KfMtgtMk10uPU05ihoA?usp=sharing' style='padding-left: 0.5rem;'><img src='https://colab.research.google.com/assets/colab-badge.svg' alt='Google Colab'></a> are both available
- [2022/07/26] New cloth-refinement module is released, try `-loop_cloth`
- [2022/06/13] ETH Zürich students from 3DV course create an add-on for [garment-extraction](docs/garment-extraction.md)
- [2022/05/16] <a href="https://github.com/Arthur151/ROMP">BEV</a> is supported as optional HPS by <a href="https://scholar.google.com/citations?hl=en&user=fkGxgrsAAAAJ">Yu Sun</a>, see [commit #060e265](https://github.com/YuliangXiu/ICON/commit/060e265bd253c6a34e65c9d0a5288c6d7ffaf68e)
- [2022/05/15] Training code is released, please check [Training Instruction](docs/training.md)
- [2022/04/26] <a href="https://github.com/Jeff-sjtu/HybrIK">HybrIK (SMPL)</a> is supported as optional HPS by <a href="https://jeffli.site/">Jiefeng Li</a>, see [commit #3663704](https://github.com/YuliangXiu/ICON/commit/36637046dcbb5667cdfbee3b9c91b934d4c5dd05)
- [2022/03/05] <a href="https://github.com/YadiraF/PIXIE">PIXIE (SMPL-X)</a>, <a href="https://github.com/mkocabas/PARE">PARE (SMPL)</a>, <a href="https://github.com/Excerpt of 11,161 characters
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:70dcb571ddfbe2f3, topic:computer-vision, topic:pose-estimation, topic:3d-reconstruction