Sapiens Pose 0.6b

--- language: en license: cc-by-nc-4.0 pipeline_tag: keypoint-detection tags: - sapiens - pose-estimation --- # Pose-Sapiens-0.6B ### Model Details Sapiens is a family of vision transformers pretrained on 300 million human images at 1024 x 1024 image resolution. The pretrained models, when finetuned for human-centric vision tasks, generalize to in-the-wild conditions. Sapiens-0.6B natively support 1K high-resolution inference. The resulting models exhibit remarkable generalization to in-the-wild data, even when labeled data is scarce or entirely synthetic. - **Developed by:** Meta - **Model type:** Vision Transformer - **License:** Creative Commons Attribution-NonCommercial 4.0 - **Task:** pose - **Format:** original - **File:** sapiens_0.6b_goliath_best_goliath_AP_609.pth ### Model Card - **Image Size:** 1024 x 768 (H x W) - **Num Parameters:** 0.664 B - **FLOPs:** 2.583 TFLOPs - **Patch Size:** 16 x 16 - **Embedding Dimensions:** 1280 - **Num Layers:** 32 - **Num Heads:** 16 - **Feedforward Channels:** 5120 ### More Resources - **Repository:** [https://github.com/facebookresearch/sapiens](https://github.com/facebookresearch/sapiens) - **Paper:** [https://arxiv.org/abs/2408.12569](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](https://about.meta.com/realitylabs/codecavatars/sapiens/) - **Additional Results:** [https://rawalkhirodkar.github.io/sapiens](https://rawalkhirodkar.github.io/sapiens/) - **HuggingFace Collection:** [https://huggingface.co/collections/facebook/sapiens-66d22047daa6402d565cb2fc](https://huggingface.co/collections/facebook/sapiens-66d22047daa6402d565cb2fc) ## Uses Pose 0.6B model can be used for estimate 308 keypoints (body + face + hands + feet) on a single image.

Source context: 169 downloads · 2 likes · Pipeline keypoint-detection · Library sapiens · Repo facebook/sapiens-pose-0.6b