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differentiable-rendering

Here are 34 public repositories matching this topic...

NVIDIAGameWorks / kaolin

Open

Squared euclidean distance in sided_distance()

benemer commented Jun 18, 2021

Hi,

In kaolin/kaolin/metrics/pointcloud.py it says that the sided_distance() method computes

For every point in p1 find the indices and euclidean distances of the closest point in p2.

However, it seems like the underlying _C.metrics.sided_distance_forward_cuda returns the squared euclidean distance. Can you please clarify this?

Thank you

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documentation good first issue question

Open

Formula for point_to_mesh_distance metric

Open

TranslatePointCloud transform

2

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BachiLi / redner

Differentiable rendering without approximation.

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ShichenLiu / SoftRas

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

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autonomousvision / differentiable_volumetric_rendering

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

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barisgecer / GANFit

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

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threedle / text2mesh

3D mesh stylization driven by a text input in PyTorch

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pmh47 / dirt

DIRT: a fast differentiable renderer for TensorFlow

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pointnerf

Xharlie / pointnerf

Point-NeRF: Point-based Neural Radiance Fields

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martinResearch / DEODR

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

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yifita / DSS

Differentiable Surface Splatting

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CompVis / brushstroke-parameterized-style-transfer

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

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hassony2 / handobjectconsist

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

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mbanani / unsupervisedRR

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

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ndrplz / differentiable-renderer

Rastering algorithm to approximate the rendering of a 3D model silhouette in a fully differentiable way.

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Qiulin-W / SAFA

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

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lvjiahui / DRT

SIGGRAPH Asia 2020: Differentiable Refraction-Tracing for Mesh Reconstruction of Transparent Objects

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Updated Nov 1, 2020
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rfeinman / pyBPL

Python implementation of Bayesian Program Learning tools (with PyTorch)

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henzler / platonicgan

Escaping Plato’s Cave: 3D Shape from Adversarial Rendering [ICCV 2019]

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aluo-x / 3D_SLN

Official code for "End-to-End Optimization of Scene Layout" -- including VAE, Diff Render, SPADE for colorization (CVPR 2020 Oral)

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ChezJrk / Teg

A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.

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mworchel / svbrdf-estimation

SVBRDF Estimation using a Physically-based Differentiable Renderer

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loubetg / mitsuba2-reparam-tests

Supplemental material of the article "Reparameterizing discontinuous integrands for differentiable rendering"

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JonathanRaiman / tf_mesh_renderer

TF Mesh Renderer

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ThalesII / differentiable-renderer

Physically based differentiable rendering in C++

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VCL3D / DronePose

Code for DronePose: Photorealistic UAV-Assistant Dataset Synthesis for 3D Pose Estimation via a Smooth Silhouette Loss (ECCVW 2020)

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szattila / pTFrenderer

A differentiable renderer written purely in TensorFlow.

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ChezJrk / teg_applications

Applications of the Teg differentiable programming language to problems spanning graphics and physical simulation.

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verlab / CreatingAndReenacting_WACV_2022

PyTorch implementation of the human neural rendering in unseen positions presented at WACV 2022 "Creating and Reenacting Controllable 3D Humans with Differentiable Rendering"

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AyoubKhammassi / diff-rend-opt

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puhsu / point_clouds

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