Sapiens Depth 1b Torchscript

🚀 Depth-Sapiens-1B-Torchscript

This model is designed for depth estimation on human images, offering high - resolution inference and strong generalization capabilities.

🚀 Quick Start

The Depth - Sapiens - 1B - Torchscript model is a powerful tool for depth estimation on human images. It belongs to 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 pretrained models can generalize well to in - the - wild conditions.
• Sapiens - 1B 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.

📚 Documentation

Model Details

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 1B 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.