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  Sapiens2 is a family of high-resolution vision transformers pretrained on **1 billion human images** โ€” designed for human-centric tasks such as pose estimation, body-part segmentation, surface normals, and pointmaps.
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- This repository contains the **0.1B parameter pretrained backbone** (114M params). It produces dense per-patch features suitable for fine-tuning downstream task heads.
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  - ๐Ÿ“„ **Paper:** [OpenReview (ICLR 2026)](https://openreview.net/pdf?id=IVAlYCqdvW)
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  - ๐ŸŒ **Project Page:** [rawalkhirodkar.github.io/sapiens2](https://rawalkhirodkar.github.io/sapiens2)
 
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  Sapiens2 is a family of high-resolution vision transformers pretrained on **1 billion human images** โ€” designed for human-centric tasks such as pose estimation, body-part segmentation, surface normals, and pointmaps.
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+ This repository contains the **0.1B parameter pretrained backbone**. It produces dense per-patch features suitable for fine-tuning downstream task heads.
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  - ๐Ÿ“„ **Paper:** [OpenReview (ICLR 2026)](https://openreview.net/pdf?id=IVAlYCqdvW)
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  - ๐ŸŒ **Project Page:** [rawalkhirodkar.github.io/sapiens2](https://rawalkhirodkar.github.io/sapiens2)