README.md

metadata

title: vdpm
app_file: gradio_demo.py
sdk: gradio
sdk_version: 5.17.1

V-DPM: 4D Video Reconstruction with Dynamic Point Maps

Visual Geometry Group, University of Oxford

Edgar Sucar*, Eldar Insafutdinov*, Zihang Lai, Andrea Vedaldi

Setup

First, clone the repository and setup a virtual environment with uv:

git clone git@github.com:eldar/vdpm.git
cd vdpm
uv venv --python 3.12
. .venv/bin/activate

# Install PyTorch with CUDA 11.8 first
uv pip install torch==2.5.1 torchvision==0.20.1 --index-url https://download.pytorch.org/whl/cu118

# Then install remaining dependencies
uv pip install -r requirements.txt

Viser demo

python visualise.py ++vis.input_video=examples/videos/camel.mp4

Gradio demo

python gradio_demo.py