MrNeRF/LichtFeld-Studio

Health v2 · maintenance only

Adoption not part of the score

3594 stars · 432 forks observed · 2026-08-28

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

LichtFeld Studio is a native open-source desktop application for 3D Gaussian Splatting that combines training, real-time inspection, splat editing, and export in one toolchain. It is built on a C++23/CUDA core and is extensible via Python plugins and MCP automation endpoints.

Use cases

• train 3D gaussian splatting scenes from COLMAP datasets
• view and inspect 3DGS reconstructions in real time
• edit and clean up gaussian splat scenes with brush and lasso tools
• export gaussian splatting scenes to PLY, SOG, SPZ, or HTML viewer
• automate 3DGS training workflows with Python scripts or MCP
• resume 3DGS training from checkpoints
• render photorealistic 3D scenes from photos or video locally on GPU

When to choose

• you want an all-in-one native GUI for the full 3DGS pipeline instead of separate training scripts and viewers
• you need to interactively edit, select, and transform gaussian splats with undo/redo
• you want to extend or automate 3DGS workflows via Python plugins or MCP
• you need fast CUDA-based training with checkpoint resume on Windows or Linux

When to avoid

• you don't have a CUDA-capable NVIDIA GPU
• you need a headless, script-only training pipeline without a GUI
• you need non-GPLv3 licensing for proprietary redistribution
• you work on macOS, which is not supported

Facets

application · maturity active

machine-learning computer-vision graphics gui plugin-system mcp image-processing gpu-computing computer-vision graphics machine-learning desktop-applications developer-tools windows cpp python gaussian-splatting 3dgs 3d-reconstruction photogrammetry scene-editing neural-rendering colmap cuda mcp-automation linux desktop

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