--- library_name: diffusers license: apache-2.0 pipeline_tag: depth-estimation --- # Lotus: Diffusion-based Visual Foundation Model for High-quality Dense Prediction - This model belongs to the family of official Lotus models. - Compared to the [previous version](https://huggingface.co/jingheya/lotus-depth-g-v1-0), this model is trained in disparity space (inverse depth), achieving better performance and more stable video depth estimation. [![Paper](https://img.shields.io/badge/Project-Website-pink?logo=googlechrome&logoColor=white)](https://lotus3d.github.io/) [![Paper](https://img.shields.io/badge/arXiv-Paper-b31b1b?logo=arxiv&logoColor=white)](https://arxiv.org/abs/2409.18124) [![HuggingFace Demo](https://img.shields.io/badge/🤗%20HuggingFace-Demo-yellow)](https://huggingface.co/spaces/haodongli/Lotus) [![GitHub](https://img.shields.io/github/stars/EnVision-Research/Lotus?style=default&label=GitHub%20★&logo=github)](https://github.com/EnVision-Research/Lotus) Developed by: [Jing He](https://scholar.google.com/citations?hl=en&user=RsLS11MAAAAJ), [Haodong Li](https://haodong-li.com/), [Wei Yin](https://yvanyin.net/), [Yixun Liang](https://yixunliang.github.io/), [Leheng Li](https://len-li.github.io/), [Kaiqiang Zhou](), [Hongbo Zhang](), [Bingbing Liu](https://scholar.google.com/citations?user=-rCulKwAAAAJ&hl=en), [Ying-Cong Chen](https://www.yingcong.me/)✉ ![teaser](assets/badges/teaser_1.jpg) ![teaser](assets/badges/teaser_2.jpg) ## Usage Please refer to this [page](https://github.com/EnVision-Research/Lotus).