Popular GitHub Repositories for Differentiable Rendering

A PyTorch Library for Accelerating 3D Deep Learning Research

Differentiable rendering without approximation.

3D mesh stylization driven by a text input in PyTorch

Project Page of 'GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction' [CVPR2019]

SVG Differentiable Rendering: Generating vector graphics using neural networks. Support: text-to-SVG, Image-to-SVG, SVG Editing.

DIRT: a fast differentiable renderer for TensorFlow

[ECCV 2024 - ORAL] Official PyTorch implementation of Gaussian Frosting: Editable Complex Radiance Fields with Real-Time Rendering

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

Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.

Local text-driven editing of 3D shapes with Cascaded Score Distillation

Differentiable Rasteriser implemented in JAX. Reference: https://github.com/erwincoumans/tinyrenderer, https://github.com/ssloy/tinyrenderer/wiki; PR: https://github.com/google/brax/pull/367

Code for "Cross-modal Learning for Image-Guided Point Cloud Shape Completion" (NeurIPS 2022)

Official code for "End-to-End Optimization of Scene Layout" -- including VAE, Diff Render, SPADE for colorization (CVPR 2020 Oral)

PyTorch implementation of the human neural rendering in unseen positions presented at WACV 2022 "Creating and Reenacting Controllable 3D Humans with Differentiable Rendering"

Project page for paper "Inverse Rendering of Translucent Obects with Shape-adaptive Importance Sampling" (PG 2024)