ArthurBrussee/brush

Health v2 · maintenance only

Adoption not part of the score

4992 stars · 312 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Brush is a 3D reconstruction engine using Gaussian splatting, built in Rust on the Burn ML framework and WebGPU. It trains and renders splat scenes natively on desktop, mobile, and in the browser, and doubles as a splat viewer with a CLI.

Use cases

• train gaussian splatting models from COLMAP or Nerfstudio datasets
• reconstruct 3D scenes from photos without CUDA
• view .ply and compressed splat files in the browser
• run 3D reconstruction on Android or in a web demo
• visualize training dynamics live with a viewer or rerun
• animate splat files from zip or delta-frame plys

When to choose

• you need cross-platform gaussian splatting without CUDA dependencies
• you want to train or view splats on AMD/Intel GPUs, mobile, or the browser
• you want dependency-free binaries for 3D reconstruction

When to avoid

• you need the full feature set or ecosystem maturity of the original CUDA-based 3D Gaussian Splatting implementation
• you require Safari/Firefox browser support today
• you need heavy ML training infrastructure beyond splatting

Facets

application · maturity active

machine-learning graphics image-processing cli gui computer-vision graphics machine-learning cross-platform cross-platform windows wasm gaussian-splatting 3d-reconstruction webgpu burn rust photogrammetry splat-viewer nerfstudio colmap web android macos linux gpu

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markdown · JSON · MCP: product_card(name="ArthurBrussee/brush")