base on 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. # Awesome 3D Gaussian Splatting <div align="center"> A curated collection of resources focused on 3D Gaussian Splatting (3DGS) and related technologies. [**Browse the Paper List**](https://mrnerf.github.io/awesome-3D-gaussian-splatting/) | [**Contribute**](CONTRIBUTING.md) | [**MrNeRF**](https://www.mrnerf.com) </div> ## Contents - [Papers & Documentation](#papers--documentation) - [Implementations](#implementations) - [Viewers & Game Engine Support](#viewers--game-engine-support) - [Tools & Utilities](#tools--utilities) - [Learning Resources](#learning-resources) - [Sponsors](#sponsors) ## Papers & Documentation ### Papers Database Visit our comprehensive, searchable database of 3D Gaussian Splatting papers: [Papers Database](https://mrnerf.github.io/awesome-3D-gaussian-splatting/) ### Courses - [MIT Inverse Rendering Lectures (Module 2)](https://www.scenerepresentations.org/courses/inverse-graphics-23/) - Academic deep dive into inverse rendering ### Datasets - [NERDS 360 Multi-View dataset](https://zubair-irshad.github.io/projects/neo360.html) - High-quality outdoor scene dataset ## Implementations ### Official Reference - [Original Gaussian Splatting](https://github.com/graphdeco-inria/gaussian-splatting) - The reference implementation by the original authors ### Community Implementations | Implementation | Language | License | Description | |----------------|----------|----------|-------------| | [Taichi 3D GS](https://github.com/wanmeihuali/taichi_3d_gaussian_splatting) | Taichi | Apache-2.0 | Taichi-based implementation | | [Nerfstudio gsplat](https://github.com/nerfstudio-project/gsplat) | Python/CUDA | Apache-2.0 | Integration with Nerfstudio | | [fast](https://github.com/MrNeRF/gaussian-splatting-cuda) | C++/CUDA | Inria/MPII | High-performance implementation | | [OpenSplat](https://github.com/pierotofy/OpenSplat) | C++/CPU/GPU | AGPL-3.0 | Cross-platform solution | | [Grendel](https://github.com/nyu-systems/Grendel-GS) | Python/CUDA | Apache-2.0 | Distributed computing focus | ### Frameworks - [Pointrix](https://github.com/pointrix-project/pointrix) - Differentiable point-based rendering - [GauStudio](https://github.com/GAP-LAB-CUHK-SZ/gaustudio) - Unified framework with multiple implementations - [DriveStudio](https://github.com/ziyc/drivestudio) - Urban scene reconstruction framework ## Viewers & Game Engine Support ### Game Engines - [Unity Plugin](https://github.com/aras-p/UnityGaussianSplatting) - [Unreal Plugin](https://github.com/xverse-engine/XV3DGS-UEPlugin) - [PlayCanvas Integration](https://github.com/playcanvas/engine/tree/main/src/scene/gsplat) ### Web Viewers **WebGL** - [Splat Viewer](https://github.com/antimatter15/splat) - [Gauzilla](https://github.com/BladeTransformerLLC/gauzilla) - [Interactive Viewer](https://github.com/kishimisu/Gaussian-Splatting-WebGL) - [GaussianSplats3D](https://github.com/mkkellogg/GaussianSplats3D) **WebGPU** - [EPFL Viewer](https://github.com/cvlab-epfl/gaussian-splatting-web) - [WebGPU Splat](https://github.com/KeKsBoTer/web-splat) ### Native Applications - [Blender Add-on](https://github.com/ReshotAI/gaussian-splatting-blender-addon) - [Blender Add-on (KIRI)](https://github.com/Kiri-Innovation/3dgs-render-blender-addon) - [Blender Add-on (404—GEN)](https://github.com/404-Repo/three-gen-blender-plugin) - [iOS Metal Viewer](https://github.com/laanlabs/metal-splats) - [OpenGL Viewer](https://github.com/limacv/GaussianSplattingViewer) - [VR Support (OpenXR)](https://github.com/hyperlogic/splatapult) - [ROS2 Support](https://github.com/shadygm/ROSplat) ## Tools & Utilities ### Data Processing - [Kapture](https://github.com/naver/kapture) - Unified data format for visual localization - [3DGS Converter](https://github.com/francescofugazzi/3dgsconverter) - Format conversion tool - [SuperSplat](https://github.com/playcanvas/super-splat) - Browser-based cleanup tool - [Point Cloud Editor](https://github.com/JohannesKrueger/pointcloudeditor) - Web-based point cloud editing - [SPZ Converter](https://github.com/stytim/spz) - SPZ conversion tool ### Development Tools - [GSOPs for Houdini](https://github.com/david-rhodes/GSOPs) - Houdini integration tools - [camorph](https://github.com/Fraunhofer-IIS/camorph) - Camera parameter conversion ## Learning Resources ### Blog Posts - [3DGS Introduction](https://huggingface.co/blog/gaussian-splatting) - HuggingFace guide - [Implementation Details](https://github.com/kwea123/gaussian_splatting_notes) - Technical deep dive - [Mathematical Foundation](https://github.com/chiehwangs/3d-gaussian-theory) - Theory explanation - [Capture Guide](https://medium.com/@heyulei/capture-images-for-gaussian-splatting-81d081bbc826) - Image capture tutorial ### Video Tutorials - [Getting Started (Windows)](https://youtu.be/UXtuigy_wYc) - [Unity Integration Guide](https://youtu.be/5_GaPYBHqOo) - [Two-Minute Explanation](https://youtu.be/HVv_IQKlafQ) - [Jupyter Tutorial](https://www.youtube.com/watch?v=OcvA7fmiZYM) ## Sponsors A big thank you to our sponsors for their generous support: - [Yehe Liu](https://x.com/YeheLiu) ", Assign "at most 3 tags" to the expected json: {"id":"5208","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"