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differentiable-rendering
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Differentiable rendering without approximation.
computer-vision
tensorflow
rendering
computer-graphics
pytorch
monte-carlo-ray-tracing
differentiable-rendering
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Updated
Jun 12, 2020 - NASL
Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"
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Updated
May 22, 2020 - Python
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
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Updated
Jul 2, 2019
DIRT: a fast differentiable renderer for TensorFlow
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Updated
Jun 9, 2020 - C++
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
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Updated
Jun 23, 2020 - Python
Differentiable Surface Splatting
rendering
point-cloud
geometry-processing
siggraph-asia
differentiable-rendering
inverse-rendering
differentiable-renderer
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Updated
Dec 19, 2019 - Python
A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces
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Updated
Jun 25, 2020 - Python
Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.
python
tensorflow
rendering
pytorch
rendering-engine
tensorflow-models
differentiable-rendering
eccv-2018
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Updated
Dec 22, 2018 - Python
[cvpr 20] Demo, training and evaluation code for joint hand-object pose estimation in sparsely annotated videos
video
3d-reconstruction
photometric
pose-estimation
differentiable-rendering
hands
cvpr2020
sparse-supervision
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Updated
May 29, 2020 - Python
Escaping Plato’s Cave: 3D Shape from Adversarial Rendering [ICCV 2019]
machine-learning
computer-vision
computer-graphics
artificial-intelligence
deeplearning
3d-reconstruction
differentiable-rendering
iccv2019
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Updated
Dec 13, 2019 - Python
TF Mesh Renderer
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Updated
Dec 25, 2019 - Jupyter Notebook
Supplemental material of the article "Reparameterizing discontinuous integrands for differentiable rendering"
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Updated
Apr 1, 2020 - Python
A differentiable renderer written purely in TensorFlow.
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Updated
Jun 21, 2020 - Python
SVBRDF Estimation using a Physically-based Differentiable Renderer
computer-vision
deep-learning
neural-network
computer-graphics
estimation
pytorch
brdf
differentiable-rendering
svbrdf
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Updated
Jun 18, 2020 - Jupyter Notebook
Differentiable point cloud rendering
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Updated
Feb 15, 2020 - Jupyter Notebook
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Hi,
I have tried to draw the architecture of the model by hand according to the article, and then compared the original author's implementation in TensorFlow and PointNetClassifier in this repo. I might be wrong, but it seems that the PointNetClassifier is equivalent to Input transform. Below is the copy of TensorFlow implementation:
`def input_transf