Top 12 neural-rendering Open-Source Projects

• SuGaR

  2 1,738 7.3 C++

  [CVPR 2024] Official PyTorch implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering (by Anttwo)

Project mention: GaussianObject: Just Taking Four Images to Get a High-Quality 3D Object | news.ycombinator.com | 2024-02-21

As with all NeRFs and Gaussian Splatting, there is no classical mesh data. But there are projects and papers working on the extracting process. Specifically for Gaussian Splatting there is SuGaR. [1]

[1] https://github.com/Anttwo/SuGaR

• stylized-neural-painting

  6 1,553 0.0 Python

  Official Pytorch implementation of the preprint paper "Stylized Neural Painting", in CVPR 2021.

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• BlenderNeRF

  3 699 5.0 Python

  Easy NeRF synthetic dataset creation within Blender

• BungeeNeRF

  4 549 10.0 Python

  [ECCV22] BungeeNeRF: Progressive Neural Radiance Field for Extreme Multi-scale Scene Rendering

  

Project mention: [D] NeRF, LeRF, Prolific Dreamer, Neuralangelo, and a lot of other cool NeRF research | /r/MachineLearning | 2023-06-10

[Code] https://github.com/city-super/BungeeNeRF

• nerfactor

  1 422 2.3 Python

  Neural Factorization of Shape and Reflectance Under an Unknown Illumination

  

• rome

  1 413 4.8 Python

  Realistic mesh-based avatars. ECCV 2022 (by SamsungLabs)

  

• ml-gmpi

  4 336 2.6 Python

  Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)

  

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• 3DGS.cpp

  1 347 8.4 C++

  A cross-platform, high performance renderer for Gaussian Splatting using Vulkan Compute. Supports ✅ Windows, Linux, macOS, iOS, and visionOS

Project mention: Show HN: 3DGS.cpp – performant, cross platform Gaussian Splatting with Vulkan | news.ycombinator.com | 2024-03-17

• Neuromorphic-Computing-Guide

  10 255 5.0 Python

  Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.

• neural-deferred-shading

  1 241 4.6 Python

  Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)

  

• awesome-NeRF

  2 212 10.0

  A curated list of awesome neural radiance fields (NeRF) papers. (by MatrixBrain)

  

• ml-hugs

  1 83 5.5 Python

  Official repository of HUGS: Human Gaussian Splats (CVPR 2024)

  

Project mention: Apple Hugs: Human Gaussian Splats (CVPR 2024) | news.ycombinator.com | 2024-04-22

neural-rendering related posts

• Is there any AI that can compile several pictures of a person into a single, 3d version?

  3 projects | /r/computervision | 13 Dec 2022

• Apple AI Researchers Develop GMPIs (Generative Multiplane Images) For Making A 2D GAN 3D-Aware

  1 project | /r/machinelearningnews | 28 Jul 2022

• [R] Generative Multiplane Images: Making a 2D GAN 3D-Aware (ECCV 2022, Oral presentation). Paper and code available

  2 projects | /r/MachineLearning | 24 Jul 2022

• I want to create an image to image transformer but I have no idea how to get started.

  1 project | /r/learnprogramming | 17 Jul 2022

• I want to create a Stylized Neural Painting software

  1 project | /r/neuralnetworks | 9 Oct 2021

• Stylized Neural Painting

  1 project | news.ycombinator.com | 7 May 2021

• Idea for developers: Use CLIP to steer a differentiable vector graphics generator

  3 projects | /r/MediaSynthesis | 8 Mar 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 28 May 2024

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