ComfyUI Depth Visualization

An interactive, in-node 3D preview for any ComfyUI reference image and depth map. The current implementation is compatible with the modern ComfyUI frontend, works offline, supports batches, and cleans up its WebGL resources when a node is removed.

Features

Interactive orbit, pan, and zoom controls
Adjustable positive or negative displacement
Batch frame selector with single-image broadcasting
PNG screenshots
Baked depth-mesh export as GLB, GLTF, or OBJ
Local, pinned Three.js assets with no runtime CDN dependency
Correct copy/paste, collapse, resize, and node-removal behavior
Stale-load cancellation and visible error reporting

Installation

Install with ComfyUI Manager, or clone the repository manually:

cd ComfyUI/custom_nodes
git clone https://github.com/gokayfem/ComfyUI-Depth-Visualization.git
python -m pip install -r ComfyUI-Depth-Visualization/requirements.txt

Restart ComfyUI after installation.

Usage

Add Depth Viewer from visualization/3D.
Connect a reference IMAGE and a depth-map IMAGE.
Queue the workflow.
Drag to orbit, scroll to zoom, or right-drag to pan.

When one input contains a single image and the other contains a batch, the single image is reused for every frame. Other unequal batch sizes produce a clear validation error instead of silently dropping images.

Mesh export bakes the current depth slider value into the vertices. GLB is the recommended portable format; OBJ contains geometry only.

Development

python -m pip install pytest
pytest -q

The browser assets are vendored from Three.js 0.185.1. Its MIT license is in web/vendor/THREE-LICENSE.txt.

Acknowledgements

The original viewer was inspired by ComfyUI-Flowty-TripoSR.

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