differentiable-rendering

There are 34 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 neural-networks pytorch rasterization
Language:Python 4239
BachiLi / redner
Differentiable rendering without approximation.
computer-graphics computer-vision differentiable-rendering monte-carlo-ray-tracing pytorch rendering tensorflow
Language:NASL 1362
ShichenLiu / SoftRas
Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"
3d-reconstruction computer-graphics differentiable-rendering geometry-processing
Language:Python 1194
pointnerf
Xharlie / pointnerf
Point-NeRF: Point-based Neural Radiance Fields
3d 3d-reconstruction cvpr2022 differentiable-rendering graphics implicit-functions multiview-stereo mvs nerf neural-radiance-fields neural-renderer neural-rendering point-based-graphics point-cloud radiance-field reconstruction scannet scene-reconstruction tanks-and-temples volume-rendering
Language:Python 1067
threedle / text2mesh
3D mesh stylization driven by a text input in PyTorch
3d computer-graphics differentiable-rendering geometry-processing mesh-generation meshes neural-fields neural-style pytorch
Language:Jupyter Notebook 909
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 788
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 675
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 621
yifita / DSS
Differentiable Surface Splatting
geometry-processing point-cloud rendering inverse-rendering siggraph-asia differentiable-rendering differentiable-renderer
Language:Python 419
martinResearch / DEODR
A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces
differentiable-rendering 3d-reconstruction hand-tracking software-rendering differentiable-renderer
Language:Python 366
pmh47 / dirt
DIRT: a fast differentiable renderer for TensorFlow
tensorflow opengl rendering vision machine-learning differentiable-rendering
Language:C++ 311
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 241
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 220
lab4d-org / lab4d
A framework for 4D reconstruction from monocular videos.
4d-reconstruction differentiable-rendering video-reconstruction
Language:Python 213
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 174
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 160
CompVis / brushstroke-parameterized-style-transfer
TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".
computer-vision deep-learning differentiable-rendering style-transfer
Language:Python 159
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 138
mbanani / unsupervisedRR
[CVPR 2021 - Oral] UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering
3d-vision alignment differentiable-rendering point-cloud registration
Language:Python 134
hassony2 / handobjectconsist
[cvpr 20] Demo, training and evaluation code for joint hand-object pose estimation in sparsely annotated videos
3d-reconstruction cvpr2020 differentiable-rendering hands photometric pose-estimation sparse-supervision video
Language:Python 117
akanimax / thr3ed_atom
ReLU Fields The Little Non-linearity That Could
computer-graphics differentiable-rendering nerf
Language:Python 110
postech-ami / CLIP-Actor
[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"
3d computer-graphics computer-vision differentiable-rendering eccv2022 geometry-processing human-motion mesh-generation meshes neural-fields neural-style pytorch text-driven-editing
Language:Python 105
DiffDRR
eigenvivek / DiffDRR
Auto-differentiable digitally reconstructed radiographs in PyTorch
medical-imaging raytracing digitally-reconstructed-radiograph 2d-3d-registration differentiable-rendering
Language:Python 102
singer-yang / AutoLens
AutoLens: automated lens design from scratch.
lens-design automated-lens-design differentiable-rendering ray-tracing differentiable-ray-tracing
Language:Python 98
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 91
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 82
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 78
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 72
ximinng / PyTorch-SVGRender
SVG Differentiable Rendering: Generating vector graphics using neural networks.
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 72
rfeinman / pyBPL
Python implementation of Bayesian Program Learning tools (with PyTorch)
program-learning bayesian-methods differentiable-rendering splines pytorch
Language:Python 69
lvjiahui / DRT
SIGGRAPH Asia 2020: Differentiable Refraction-Tracing for Mesh Reconstruction of Transparent Objects
siggraph differentiable-rendering reconstruction transparent-objects
Language:Python 68
gengshan-y / ppr
Code for PPR: Physically Plausible Reconstruction from Monocular Videos (ICCV 23).
differentiable-simulations 4d-reconstruction differentiable-rendering video-reconstruction
64
aluo-x / 3D_SLN
Official code for "End-to-End Optimization of Scene Layout" -- including VAE, Diff Render, SPADE for colorization (CVPR 2020 Oral)
scene-refinement scene-layout scene-graph differentiable-rendering graph-neural-networks scene-generation
Language:Python 52
mworchel / differentiable-shadow-mapping
Differentiable Shadow Mapping for Efficient Inverse Graphics (CVPR 2023)
computer-graphics computer-vision differentiable-rendering inverse-rendering machine-learning optimization rendering 3d-reconstruction 3d-rendering deep-learning pytorch inverse-graphics
Language:Jupyter Notebook 52
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 51
LuisaGroup / luisa-compute-rs
Rust frontend to LuisaCompute and more!
computer-graphics dsl gpu-programming rust shading-language gpu graphics raytracing rendering differentiable-programming differentiable-rendering cuda directx dx vulkan
Language:Rust 46