Sapiens Pose 1b Torchscript

🚀 Pose-Sapiens-1B-Torchscript

A vision transformer model for pose keypoint detection, pretrained on a large - scale human image dataset and capable of high - resolution inference.

🚀 Quick Start

This section will guide you to quickly understand the basic information and usage of the Pose - Sapiens - 1B - Torchscript model.

✨ Features

• Sapiens is a family of vision transformers pretrained on 300 million human images at 1024 x 1024 image resolution. When finetuned for human - centric vision tasks, it can generalize to in - the - wild conditions.
• Sapiens - 1B natively supports 1K high - resolution inference. The models show remarkable generalization to in - the - wild data, even with scarce labeled data or entirely synthetic data.
• The Pose 1B model can be used to estimate 308 keypoints (body + face + hands + feet) on a single image.

📚 Documentation

Model Details

• Developed by: Meta
• Model type: Vision Transformer
• License: Creative Commons Attribution - NonCommercial 4.0
• Task: pose
• Format: torchscript
• File: sapiens_1b_goliath_best_goliath_AP_639_torchscript.pt2

Model Card

More Resources

• Repository: https://github.com/facebookresearch/sapiens
• Paper: https://arxiv.org/abs/2408.12569
• Demo: [https://huggingface.co/spaces/facebook/sapiens - pose](https://huggingface.co/spaces/facebook/sapiens - pose)
• Project Page: https://about.meta.com/realitylabs/codecavatars/sapiens
• Additional Results: https://rawalkhirodkar.github.io/sapiens
• HuggingFace Collection: [https://huggingface.co/collections/facebook/sapiens - 66d22047daa6402d565cb2fc](https://huggingface.co/collections/facebook/sapiens - 66d22047daa6402d565cb2fc)

📄 License

This project is licensed under the Creative Commons Attribution - NonCommercial 4.0 license.