differentiable-rendering

There are 36 repositories under differentiable-rendering topic.

NVIDIAGameWorks / kaolin
A PyTorch Library for Accelerating 3D Deep Learning Research
3d-deep-learning artificial-intelligence camera-api cuda differentiable-lighting differentiable-rendering gaussian-splatting interactive-visualizations neural-networks nvidia-warp physics-simulation pytorch rasterization
Language:Python 4948
BachiLi / redner
Differentiable rendering without approximation.
rendering monte-carlo-ray-tracing computer-vision computer-graphics differentiable-rendering pytorch tensorflow
Language:NASL 1427
ShichenLiu / SoftRas
Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"
differentiable-rendering 3d-reconstruction computer-graphics geometry-processing
Language:Python 1272
pointnerf
Xharlie / pointnerf
Point-NeRF: Point-based Neural Radiance Fields
nerf point-cloud point-based-graphics volume-rendering differentiable-rendering neural-rendering neural-renderer mvs multiview-stereo reconstruction 3d graphics 3d-reconstruction scene-reconstruction radiance-field neural-radiance-fields implicit-functions tanks-and-temples scannet cvpr2022
Language:Python 1148
threedle / text2mesh
3D mesh stylization driven by a text input in PyTorch
3d meshes mesh-generation pytorch computer-graphics neural-style neural-fields differentiable-rendering geometry-processing
Language:Jupyter Notebook 973
autonomousvision / differentiable_volumetric_rendering
This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"
implicit-representions dvr 3d-deep-learning cvpr2020 differentiable-rendering 3d-reconstruction mesh-generation novel-view-synthesis cvpr-2020
Language:Python 824
NextFace
abdallahdib / NextFace
A high-fidelity 3D face reconstruction library from monocular RGB image(s)
3d-face-reconstruction deep-learning face-reconstruction morphable-model optimization pytorch shape-from-image spherical-harmonics reflectance-from-image 3d-graphics differentiable-programming differentiable-rendering face face-detection face-recognition graphics inverse-rendering raytracing shape-from-shading
Language:Jupyter Notebook 788
nv-tlabs / DIB-R
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)
3d-reconstruction differentiable-rendering inverse-graphics neural-rendering
Language:Python 661
barisgecer / GANFit
Project Page of 'GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction' [CVPR2019]
3d-face-reconstruction generative-adversarial-network differentiable-rendering face-recognition cvpr2019 identity-features texture 3dface
Language:Python 650
ximinng / PyTorch-SVGRender
SVG Differentiable Rendering: Generating vector graphics using neural networks. Support: text-to-SVG, Image-to-SVG, SVG Editing.
differentiable-rendering svg text-to-svg img-to-svg svg-generation pytorch-svgrender rendering-2d-graphics svg-synthesis diffusion diffusion-models score-distillation sds text-to-sketch vector-sketch svgrender
Language:Python 449
yifita / DSS
Differentiable Surface Splatting
geometry-processing point-cloud rendering inverse-rendering siggraph-asia differentiable-rendering differentiable-renderer
Language:Python 448
martinResearch / DEODR
A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces
differentiable-rendering 3d-reconstruction hand-tracking software-rendering differentiable-renderer
Language:Python 379
lab4d-org / lab4d
A framework for 4D reconstruction from monocular videos.
4d-reconstruction differentiable-rendering video-reconstruction
Language:Python 337
pmh47 / dirt
DIRT: a fast differentiable renderer for TensorFlow
differentiable-rendering machine-learning opengl rendering tensorflow vision
Language:C++ 313
Anttwo / Frosting
[ECCV 2024 - ORAL] Official PyTorch implementation of Gaussian Frosting: Editable Complex Radiance Fields with Real-Time Rendering
animation differentiable-rendering gaussian-splatting mesh neural-rendering eccv2024
Language:Python 298
fraunhoferhhi / neural-deferred-shading
Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)
3d-reconstruction computer-vision deep-learning differentiable-rendering inverse-graphics neural-rendering pytorch computer-graphics machine-learning optimization triangle-mesh neural rendering inverse-rendering
Language:Python 265
Anttwo / MILo
[SIGGRAPH Asia 2025 - TOG] Official implementation of MILo: Mesh-In-the-Loop Gaussian Splatting for Detailed and Efficient Surface Reconstruction
differentiable-rendering gaussian-splatting mesh siggraph-asia surface-reconstruction transactions-on-graphics
Language:Python 264
Anttwo / MAtCha
[CVPR 2025 - Spotlight] Official PyTorch implementation of MAtCha Gaussians: Atlas of Charts for High-Quality Geometry and Photorealism From Sparse Views
differentiable-rendering gaussian-splatting meshes sparse-view surface-reconstruction
Language:Python 242
zubair-irshad / NeO-360
Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes
3d 3d-vision artificial-intelligence autonomous-driving autonomous-vehicles computer-vision convolutional-neural-networks deep-learning differentiable-rendering implicit-neural-representation nerf neural-fields neural-networks neural-radiance-fields neural-rendering novel-view-synthesis reconstruction residual-networks
Language:Python 242
DiffDRR
eigenvivek / DiffDRR
Auto-differentiable digitally reconstructed radiographs in PyTorch
medical-imaging digitally-reconstructed-radiograph 2d-3d-registration differentiable-rendering 3d-reconstruction
Language:Python 231
Qiulin-W / SAFA
Official Pytorch Implementation of 3DV2021 paper: SAFA: Structure Aware Face Animation.
face-animation 3dmm differentiable-rendering gan 3d-graphics 3d-reconstruction reenactment pytorch3d flame-model video-editing image-manipulation
Language:Python 183
singer-yang / AutoLens
Automated lens design from scratch.
lens-design automated-lens-design differentiable-rendering ray-tracing differentiable-ray-tracing
Language:Python 182
CompVis / brushstroke-parameterized-style-transfer
TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".
deep-learning computer-vision style-transfer differentiable-rendering
Language:Python 167
unicorn
monniert / unicorn
(ECCV 2022) Code for Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
3d-reconstruction deep-learning single-view-reconstruction unsupervised-learning analysis-by-synthesis unsupervised computer-vision pytorch mesh-generation differentiable-rendering eccv-2022 eccv2022
Language:Python 166
DiffPose
eigenvivek / DiffPose
[CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering
2d-3d-registration differentiable-rendering medical-imaging camera-pose-estimation
Language:Python 159
mbanani / unsupervisedRR
[CVPR 2021 - Oral] UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering
point-cloud 3d-vision alignment registration differentiable-rendering
Language:Python 141
Gorilla-Lab-SCUT / tango
[NeurIPS 2022] Official code repository for "TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition"
text-to-3d differentiable-rendering aigc 3d computer-graphics meshes neural-style pytorch
Language:Python 140
hassony2 / handobjectconsist
[cvpr 20] Demo, training and evaluation code for joint hand-object pose estimation in sparsely annotated videos
cvpr2020 sparse-supervision photometric differentiable-rendering hands pose-estimation video 3d-reconstruction
Language:Python 121
akanimax / thr3ed_atom
ReLU Fields The Little Non-linearity That Could
computer-graphics differentiable-rendering nerf
Language:Python 114
threedle / 3DHighlighter
Localizing Regions on 3D Shapes via Text Descriptions
3d computer-graphics deep-learning differentiable-rendering geometry-processing meshes neural-fields pytorch
Language:Python 104
NeRF-MAE
zubair-irshad / NeRF-MAE
[ECCV 2024] Pytorch code for our ECCV'24 paper NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields
3d 3d-deep-learning 3d-detection 3d-unet instant-ngp masked-autoencoder multi-view nerf neural-radiance-fields representation-learning self-supervised-learning transformers vision-transformers feature-pyramid-network region-proposal-network differentiable-rendering neural-rendering semantic-segmantation super-resoluion vit
Language:Python 104
uwgraphics / ProximityPlanarRecovery
Official Demo Code for "Unlocking the Performance of Proximity Sensors by Utilizing Transient Histograms"
3d-sensor computational-imaging computer-vision differentiable-rendering robotics time-of-flight
Language:C 101
gengshan-y / ppr
Code for PPR: Physically Plausible Reconstruction from Monocular Videos (ICCV 23).
differentiable-simulations 4d-reconstruction differentiable-rendering video-reconstruction
84
threedle / 3d-paintbrush
Local text-driven editing of 3D shapes with Cascaded Score Distillation
computer-graphics computer-vision deep-learning differentiable-rendering diffusion-models generative-ai machine-learning meshes neural-fields python pytorch research score-distillation texturing
Language:Jupyter Notebook 83
ndrplz / differentiable-renderer
Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.
differentiable-rendering rendering rendering-engine tensorflow tensorflow-models eccv-2018 python pytorch
Language:Python 81
JoeyTeng / jaxrenderer
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
differentiable-rendering jax rasterizer render renderer rendering rendering-engine
Language:Jupyter Notebook 77