differentiable-rendering

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

dvr mesh-generation 3d-reconstruction 3d-deep-learning differentiable-rendering novel-view-synthesis cvpr2020 cvpr-2020 implicit-representions

UpdatedNov 9, 2021
Python

abdallahdib /NextFace

Star788

A high-fidelity 3D face reconstruction library from monocular RGB image(s)

deep-learning optimization graphics pytorch face face-recognition face-detection raytracing spherical-harmonics 3d-graphics face-reconstruction differentiable-rendering 3d-face-reconstruction shape-from-shading morphable-model differentiable-programming inverse-rendering shape-from-image reflectance-from-image

UpdatedOct 18, 2023
Jupyter Notebook

nv-tlabs /DIB-R

Star661

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

3d-reconstruction differentiable-rendering inverse-graphics neural-rendering

UpdatedJul 25, 2024
Python

barisgecer /GANFit

Star650

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

texture generative-adversarial-network face-recognition differentiable-rendering 3d-face-reconstruction 3dface cvpr2019 identity-features

UpdatedNov 9, 2021
Python

ximinng /PyTorch-SVGRender

Star448

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

svg sds rendering-2d-graphics diffusion differentiable-rendering vector-sketch diffusion-models svg-generation text-to-svg text-to-sketch score-distillation img-to-svg pytorch-svgrender svg-synthesis svgrender

UpdatedFeb 25, 2025
Python

yifita /DSS

Star448

Differentiable Surface Splatting

rendering point-cloud geometry-processing siggraph-asia differentiable-rendering inverse-rendering differentiable-renderer

UpdatedJul 22, 2022
Python

martinResearch /DEODR

Star379

A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces

software-rendering 3d-reconstruction hand-tracking differentiable-rendering differentiable-renderer

UpdatedOct 23, 2024
Python

lab4d-org /lab4d

Star337

A framework for 4D reconstruction from monocular videos.

differentiable-rendering video-reconstruction 4d-reconstruction

UpdatedFeb 2, 2025
Python

pmh47 /dirt

Star313

DIRT: a fast differentiable renderer for TensorFlow

machine-learning opengl tensorflow rendering vision differentiable-rendering

UpdatedMar 16, 2022
C++

Anttwo /Frosting

Star298

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

animation mesh differentiable-rendering neural-rendering gaussian-splatting eccv2024

UpdatedSep 24, 2024
Python

fraunhoferhhi /neural-deferred-shading

Star265

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

machine-learning computer-vision deep-learning optimization rendering computer-graphics pytorch neural 3d-reconstruction differentiable-rendering triangle-mesh inverse-rendering inverse-graphics neural-rendering

UpdatedMay 26, 2025
Python

Anttwo /MILo

Star259

[SIGGRAPH Asia 2025 - TOG] Official implementation of MILo: Mesh-In-the-Loop Gaussian Splatting for Detailed and Efficient Surface Reconstruction

mesh surface-reconstruction siggraph-asia differentiable-rendering transactions-on-graphics gaussian-splatting

UpdatedOct 12, 2025
Python

zubair-irshad /NeO-360

Star242

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

computer-vision deep-learning artificial-intelligence neural-networks convolutional-neural-networks reconstruction autonomous-driving autonomous-vehicles residual-networks nerf 3d 3d-vision differentiable-rendering neural-fields novel-view-synthesis neural-rendering neural-radiance-fields implicit-neural-representation

UpdatedJul 4, 2025
Python

Anttwo /MAtCha

Star241

[CVPR 2025 - Spotlight] Official PyTorch implementation of MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views

surface-reconstruction meshes differentiable-rendering gaussian-splatting sparse-view