Search Results - RepositoryStats

559

4.5k

apache-2.0

111

A PyTorch Library for Accelerating 3D Deep Learning Research

cuda pytorch camera-api rasterization neural-networks 3d-deep-learning artificial-intelligence differentiable-lighting differentiable-rendering

Created 2019-11-14

355 commits to master branch, last one 15 hours ago

redner BachiLi

139

1.4k

mit

43

Differentiable rendering without approximation.

pytorch rendering tensorflow computer-vision computer-graphics monte-carlo-ray-tracing differentiable-rendering

Created 2018-11-10

908 commits to master branch, last one 2 years ago

SoftRas ShichenLiu

156

1.2k

mit

38

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

3d-reconstruction computer-graphics geometry-processing differentiable-rendering

Created 2019-04-02

36 commits to master branch, last one 3 years ago

pointnerf Xharlie

126

1.1k

other

18

Point-NeRF: Point-based Neural Radiance Fields

Created 2022-02-11

44 commits to master branch, last one 8 months ago

text2mesh threedle

129

924

mit

22

3D mesh stylization driven by a text input in PyTorch

3d meshes pytorch neural-style neural-fields mesh-generation computer-graphics geometry-processing differentiable-rendering

Created 2021-11-20

116 commits to main branch, last one 5 months ago

differentiable_volumetric_rendering autonomousvision

91

804

mit

31

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

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

Created 2020-03-19

43 commits to master branch, last one 2 years ago

NextFace abdallahdib

91

709

gpl-3.0

23

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

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

Created 2022-04-12

88 commits to main branch, last one about a year ago

GANFit barisgecer

63

635

gpl-3.0

50

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

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

Created 2019-02-15

11 commits to master branch, last one 2 years ago

DSS yifita

31

441

unknown

14

Differentiable Surface Splatting

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

Created 2019-06-05

47 commits to master branch, last one 2 years ago

DEODR martinResearch

23

368

bsd-2-clause

13

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

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

Created 2019-08-14

724 commits to master branch, last one 14 days ago

dirt pmh47

63

313

mit

14

DIRT: a fast differentiable renderer for TensorFlow

opengl vision rendering tensorflow machine-learning differentiable-rendering

Created 2018-08-16

48 commits to master branch, last one 2 years ago

lab4d lab4d-org

17

268

mit

15

A framework for 4D reconstruction from monocular videos.

4d-reconstruction video-reconstruction differentiable-rendering

Created 2023-05-07

43 commits to main branch, last one 4 months ago

neural-deferred-shading fraunhoferhhi

21

253

other

6

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

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

Created 2022-05-04

33 commits to main branch, last one 8 months ago

NeO-360 zubair-irshad

10

228

other

24

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

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

Created 2023-08-23

14 commits to master branch, last one 3 months ago

Frosting Anttwo

8

212

other

11

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

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

Created 2024-09-20

10 commits to main branch, last one about a month ago

SAFA Qiulin-W

29

179

other

10

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

gan 3dmm pytorch3d 3d-graphics flame-model reenactment video-editing face-animation 3d-reconstruction image-manipulation differentiable-rendering

Created 2021-12-29

6 commits to master branch, last one 2 years ago

brushstroke-parameterized-style-transfer CompVis

20

165

mit

17

TensorFlow implementation of our CVPR 2021 Paper "Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes".

deep-learning style-transfer computer-vision differentiable-rendering

Created 2021-03-26

13 commits to tensorflow_v1 branch, last one 3 years ago

unicorn monniert

15

162

mit

7

(ECCV 2022) Code for Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency

pytorch eccv2022 eccv-2022 unsupervised deep-learning computer-vision mesh-generation 3d-reconstruction analysis-by-synthesis unsupervised-learning differentiable-rendering single-view-reconstruction

Created 2022-04-12

29 commits to main branch, last one about a year ago

DiffDRR eigenvivek

20

148

mit

6

Auto-differentiable digitally reconstructed radiographs in PyTorch

medical-imaging 3d-reconstruction 2d-3d-registration differentiable-rendering digitally-reconstructed-radiograph

Created 2022-07-14

844 commits to main branch, last one 5 days ago

tango Gorilla-Lab-SCUT

7

140

unknown

6

[NeurIPS 2022] Official code repository for "TANGO: Text-driven Photorealistic and Robust 3D Stylization via Lighting Decomposition"

3d aigc meshes pytorch text-to-3d neural-style computer-graphics differentiable-rendering

Created 2022-10-21

19 commits to main branch, last one 7 months ago

unsupervisedRR mbanani

20

137

mit

9

[CVPR 2021 - Oral] UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering

3d-vision alignment point-cloud registration differentiable-rendering

Created 2021-02-16

13 commits to main branch, last one 3 years ago

AutoLens singer-yang

26

131

other

5

AutoLens: automated lens design from scratch.

lens-design ray-tracing automated-lens-design differentiable-rendering differentiable-ray-tracing

Created 2023-09-12

21 commits to main branch, last one 3 months ago

handobjectconsist hassony2

18

121

mit

5

[cvpr 20] Demo, training and evaluation code for joint hand-object pose estimation in sparsely annotated videos

hands video cvpr2020 photometric pose-estimation 3d-reconstruction sparse-supervision differentiable-rendering

Created 2020-04-19

38 commits to master branch, last one 4 years ago

PyTorch-SVGRender ximinng

7

119

mpl-2.0

10

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

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

Created 2023-12-13

150 commits to main branch, last one 4 months ago

DiffPose eigenvivek

14

118

mit

5

[CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering

medical-imaging 2d-3d-registration camera-pose-estimation differentiable-rendering

Created 2023-11-21

46 commits to main branch, last one 7 months ago

thr3ed_atom akanimax

8

113

mit

6

ReLU Fields The Little Non-linearity That Could

nerf computer-graphics differentiable-rendering

Created 2022-05-04

27 commits to main branch, last one 9 months ago

3DHighlighter threedle

9

100

unknown

7

Localizing Regions on 3D Shapes via Text Descriptions

3d meshes pytorch deep-learning neural-fields computer-graphics geometry-processing differentiable-rendering

Created 2022-12-04

19 commits to main branch, last one 8 months ago

ProximityPlanarRecovery uwgraphics

8

90

mit

6

Official Demo Code for "Unlocking the Performance of Proximity Sensors by Utilizing Transient Histograms"

robotics 3d-sensor time-of-flight computer-vision computational-imaging differentiable-rendering

Created 2023-11-11

10 commits to main branch, last one 4 months ago

NeRF-MAE zubair-irshad

3

81

mit

8

[ECCV 2024] Pytorch code for our ECCV'24 paper NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields

Created 2024-03-27

11 commits to main branch, last one 3 months ago

ppr gengshan-y

0

75

mit

13

Code for PPR: Physically Plausible Reconstruction from Monocular Videos (ICCV 23).

4d-reconstruction video-reconstruction differentiable-rendering differentiable-simulations

Created 2023-05-07

17 commits to main branch, last one 4 months ago