Popular GitHub Repositories for Inverse Rendering

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

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.

A PyTorch Library for Accelerating 3D Deep Learning Research

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

Lightning fast C++/CUDA neural network framework

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

A procedural Blender pipeline for photorealistic training image generation

[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

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

Collection of popular and reproducible image denoising works.

Resources of Neural Rendering

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

This is the code for Deformable Neural Radiance Fields, a.k.a. Nerfies.

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

An end-to-end library for editing and rendering motion of 3D characters with deep learning [SIGGRAPH 2020]

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

Clean PyTorch implementations of imitation and reward learning algorithms

For deep RL and the future of AI.

A General NeRF Acceleration Toolbox in PyTorch.