Flode-Labs/vid2densepose

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1102 stars · 133 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A Python tool that applies the DensePose model to videos, producing color-coded part-index visualizations for each frame. Its output is designed to feed into MagicAnimate for temporally consistent human image animation.

Use cases

• convert videos to densepose format
• generate densepose visualizations from video frames
• prepare inputs for MagicAnimate human animation
• extract body pose maps from video footage
• run densepose estimation on a video via CLI
• use a gradio interface to convert video to densepose

When to choose

• you need densepose videos specifically for MagicAnimate workflows
• you want a simple CLI or Gradio wrapper around DensePose for video input
• you have a CUDA-capable GPU and want quick pose-map extraction

When to avoid

• you need real-time pose estimation
• you need general-purpose pose keypoints rather than dense UV maps
• you cannot install Detectron2 or lack GPU support
• you need actively developed tooling with frequent updates

Facets

cli-tool · maturity maintenance

computer-vision video-processing image-processing machine-learning computer-vision machine-learning artificial-intelligence python densepose detectron2 magic-animate gradio pose-estimation human-animation video linux macos gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="Flode-Labs/vid2densepose")