Sapiens Depth 2b Torchscript

🚀 Depth-Sapiens-2B-Torchscript

Sapiens is a vision transformer family pretrained on 300 million high - res human images. This model can estimate relative depth on human images.

🚀 Quick Start

The Depth - Sapiens - 2B - Torchscript model is designed for depth estimation on human images. It's based on the Sapiens family of vision transformers, which have been pretrained on a large - scale human image dataset.

✨ Features

• 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 well to in - the - wild conditions.
• Sapiens - 2B natively supports 1K high - resolution inference. The resulting models show remarkable generalization to in - the - wild data, even when labeled data is scarce or entirely synthetic.
• The Depth 2B model can be used to estimate relative depth on human images.

📚 Documentation

Model Details

• Developed by: Meta
• Model type: Vision Transformer
• License: Creative Commons Attribution - NonCommercial 4.0
• Task: depth
• Format: torchscript
• File: sapiens_2b_render_people_epoch_25_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-depth
• 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

📄 License

This model is released under the Creative Commons Attribution - NonCommercial 4.0 license.