ComfyUI Video Depth Anything

This project is an unofficial ComfyUI implementation of Video Depth Anything, for depth estimation on long videos without compromising quality, consistency, or generalization ability.

Installation

Navigate to the ComfyUI /custom_nodes directory

git clone https://github.com/yuvraj108c/ComfyUI-Video-Depth-Anything.git
cd ./ComfyUI-Video-Depth-Anything
pip install -r requirements.txt

Xformers (optional)

pip install xformers

Usage

• Load example workflow
• Models will download automatically to ComfyUI/models/videodepthanything

Note

• The large model doesn't work with 24GB vram

Changelog

9 February 2025

• Support autocast inference, minor cleanups

Citation

@article{video_depth_anything,
  title={Video Depth Anything: Consistent Depth Estimation for Super-Long Videos},
  author={Chen, Sili and Guo, Hengkai and Zhu, Shengnan and Zhang, Feihu and Huang, Zilong and Feng, Jiashi and Kang, Bingyi}
  journal={arXiv:2501.12375},
  year={2025}
}

LICENSE

• Video-Depth-Anything-Small model is under the Apache-2.0 license.
• Video-Depth-Anything-Large model is under the CC-BY-NC-4.0 license.