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.

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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.