Sapiens Depth 0.6b

🚀 Depth-Sapiens-0.6B

Sapiens is a vision transformer family pretrained on 300 million high - resolution human images, offering excellent generalization for human - centric vision tasks.

🚀 Quick Start

The Depth - Sapiens - 0.6B model is designed for depth estimation on human images. It is part of the Sapiens family of vision transformers, which have been pretrained on a large - scale dataset of human images.

✨ 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, the models can generalize well to in - the - wild conditions.
• Sapiens - 0.6B natively supports 1K high - resolution inference and shows remarkable generalization to in - the - wild data, even with scarce or entirely synthetic labeled data.

📚 Documentation

Model Details

• Developed by: Meta
• Model type: Vision Transformer
• License: Creative Commons Attribution - NonCommercial 4.0
• Task: depth
• Format: original
• File: sapiens_0.6b_render_people_epoch_70.pth

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

💻 Usage Examples

Basic Usage

The Depth 0.6B model can be used to estimate relative depth on human images.

📄 License

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