metadata

license: apache-2.0
library_name: pytorch
pipeline_tag: depth-estimation

Video Depth Anything

This repository contains the model described in Video Depth Anything: Consistent Depth Estimation for Super-Long Videos.

Project Page: https://videodepthanything.github.io

About

This model is based on Depth Anything V2, and can be applied to arbitrarily long videos without compromising quality, consistency, or generalization ability. Compared with other diffusion-based models, it enjoys faster inference speed, fewer parameters, and higher consistent depth accuracy.

Usage

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

Download the checkpoints listed here and put them under the checkpoints directory.

bash get_weights.sh

Inference a video

python3 run.py --input_video ./assets/example_videos/davis_rollercoaster.mp4 --output_dir ./outputs --encoder vitl