awesome-3d-gaussian-splatting
github.com/mrnerf/awesome-3d-gaussian-splatting ↗Curated list of papers and resources focused on 3D Gaussian Splatting, intended to keep pace with the anticipated surge of research in the coming months.
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Installation instructions →What's inside
Implementations
- 2D Gaussian SplattingCommunity Implementations
Notebook walkthrough of 2D gaussian splatting
- 360-gaussian-splattingCommunity Implementations
Trains splats directly from 360° images
- 3d-gaussian-splattingCommunity Implementations
Compact reimplementation
- 3D-Gaussian-Splatting-ReconstructionCommunity Implementations
Pure PyTorch implementation from video input — no CUDA compilation required, supports CPU/NVIDIA GPU backends, built-in pose estimator & GUI
- DGSOCommunity Implementations
Style transfer applied during gaussian optimization
- DriveStudioFrameworks
Urban scene reconstruction framework
Tools & Utilities
- 3DGS ConverterData Processing
Format conversion tool
- AURAData Processing
Calibrated per-splat confidence for 3DGS assets: held-out reliability labels, isotonic calibration, and a distribution-free conformal pruning certificate with a certified LOD ladder; exports via glTF/OpenUSD/SPZ (pip install aura-splat)
- camorphDevelopment Tools
Camera parameter conversion
- GaussForgeData Processing
C++/WASM-based conversion between PLY, SPZ, SPLAT, and KSPLAT
- gsbox ConverterData Processing
PLY SPLAT SPZ SPX conversion tool
- GSOPs for HoudiniDevelopment Tools
Houdini integration tools
Viewers & Game Engine Support
- 3DGS.cppDesktop Viewers
C++/Vulkan renderer for Windows, macOS, Linux, iOS and visionOS
- A-FrameWeb Viewers
- Blender Add-onNative Applications
- Blender Add-on (404—GEN)Native Applications
- Blender Add-on (KIRI)Native Applications
- DearGaussianGUIDesktop Viewers
Learning Resources
- 3DGS IntroductionBlog Posts
HuggingFace guide
- 3D in Geospatial: NeRFs, Gaussian Splatting, and Spatial ComputingBlog Posts
- Capture GuideBlog Posts
Image capture tutorial
- Comprehensive overview of Gaussian SplattingBlog Posts
- Compressing Gaussian SplatsBlog Posts
- Computerphile 3DGS explanationVideo Tutorials
Papers & Documentation
- 3DGS TutorialCourses & Tutorials
Tutorial from the authors of the original 3DGS paper
- MIT Inverse Rendering Lectures (Module 2)Courses & Tutorials
Academic deep dive into inverse rendering
- NERDS 360 Multi-View datasetDatasets
High-quality outdoor scene dataset
Resources
- Browse the Paper List
LichtFeld StudioContributeMrNeRF
Showing a sample of 111 resources. View the full list on GitHub →