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3d Machine Learning ⭐ 8,647

A resource repository for 3D machine learning

Code and weights for local feature affine shape estimation paper "Repeatability Is Not Enough: Learning Discriminative Affine Regions via Discriminability"

Awsome_deep_geometry_learning ⭐ 181

A list of resources about deep learning solutions on 3D shape processing

Mesh_segmentation ⭐ 173

some materials about mesh processing, including papers, videos, codes, and so on. Updating every day!

Pruning Filter In Filter ⭐ 161

Pruning Filter in Filter(NeurIPS2020)

Dr Learning For 3d Face ⭐ 154

Implementation for paper "Disentangled Representation Learning for 3D Face Shape" CVPR 2019

Infodrop ⭐ 107

Code for our paper "Informative Dropout for Robust Representation Learning: A Shape-bias Perspective" (ICML 2020)

code for our CVPR 2020 paper "PQ-NET: A Generative Part Seq2Seq Network for 3D Shapes"

Neural Em ⭐ 91

Code for the "Neural Expectation Maximization" paper.

Shapetexturedebiasedtraining ⭐ 85

Code and models for the paper Shape-Texture Debiased Neural Network Training (ICLR 2021)

Code for SIGGRAPH paper CNNs on Surfaces using Rotation-Equivariant Features

Shape Attentive Unet ⭐ 72

Code for our paper SAUNet: Shape Attentive U-Net for Interpretable Medical Image Segmentation. https://arxiv.org/pdf/2001.07645v3.pdf

Awesome Polarization ⭐ 65

List of awesome papers on Polarization Imaging

Cycleconsistentdeformation ⭐ 49

This repository contains the source codes for the paper "Unsupervised cycle-consistent deformation for shape matching".

Multichart3dgans ⭐ 39

This repository contains the source codes for the paper "Multi-chart Generative Surface Modeling"

Shapeglot ⭐ 38

ShapeGlot: Learning Language for Shape Differentiation

Body_reconstruction_references ⭐ 38

Paper, dataset and code collection on human body reconstruction

Spiralnet_plus ⭐ 37

The project is an official implementation of our paper "SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator" (ICCV-W 2019)

Code for our NeurIPS 2020 paper "Probabilistic Time Series Forecasting with Structured Shape and Temporal Diversity"

Surfmnet ⭐ 30

code and data associated with the paper "Unsupervised Deep Learning for Structured Shape Matching"

A Swift Vector Graphics Drawing Library inspired by Raphael.js

Multiple View Car Localization ⭐ 25

This repo contains code for paper "Vehicle Pose and Shape Estimation through Multiple Monocular Vision"

This is a direct implementation of Igarashi's Siggraph 05 paper "As-rigid-as-possible shape manipulation"

Multiview Aggregation for Learning Category-Specific Shape Reconstruction, NeurIPS 2019

Pytorch reproduction of the paper "Gaussian Mixture Model Convolutional Networks" (CVPR 17)

Sketch.draw ⭐ 19

Online sketch recognition application for the paper "Coupling Deep Textural and Shape Features for Sketch Recognition"

Code for the "Binding via Reconstruction Clustering" paper

Componet ⭐ 17

Code for the paper "CompoNet: Learning to Generate the Unseen by Part Synthesis and Composition"

Weakly Supervised Deep Functional Map ⭐ 16

Neurips 2020 paper on weakly supervised deep functional maps for shape matching

Sga18_orientation_bcicp_code ⭐ 16

code for paper "Continuous and Orientation-preserving Correspondence via Functional Maps"

Filter Response Normalization Pytorch ⭐ 15

Unofficial Pytorch implementation of the paper Filter Response Normalization.

Geoaware_grasping ⭐ 14

ArXiv paper website

Fusiongan ⭐ 13

PyTorch Implementation of FusionGAN paper: Generating a Fusion Image: One's Identity and Another's Shape (https://arxiv.org/abs/1804.07455)

Intensity Depth Face Alignment ⭐ 13

This is the source code and dataset for my ICONIP2015 paper : Intensity-Depth Face Alignment Using Cascade Shape Regression

Visual demo example for our paper "SCORES: Shape Composition with Recursive Substructure Priors"

Overfit Shapes ⭐ 12

C++/PyTorch Implementation of the Paper: "Overfit Neural Networks as a Compact Shape Representation"

Polygonx ⭐ 10

Python implementation of the algorithm described in the paper "Efficient generation of simple polygons for characterizing the shape of a set of points in the plane" from Matt Duckham et al. http://www.sciencedirect.com/science/article/pii/S

Sga19_zoomout ⭐ 9

code for the paper "ZoomOut: Spectral Upsampling for Efficient Shape Correspondence"

Isospectralization ⭐ 9

Implementation of the paper: Cosmo et al, Isospectralization, or how to hear shape, style, and correspondence, arXiv 2018 https://arxiv.org/abs/1811.11465

Sprites video data used in the ICML 2018 paper

Strainlimitingforclusteredshapematching ⭐ 8

Source code for our 2014 MiG paper: "Strain Limiting for Clustered Shape Matching"

3d Machine Learning ⭐ 8

Implementation of the paper "Meshless Deformation Based on Shape Matching" http://dl.acm.org/citation.cfm?id=1073216

Survey_3d_dl ⭐ 8

A survey on 3D Deep Learning

3d Morphable Model ⭐ 7

Project implementing features from the following paper: http://www-inst.eecs.berkeley.edu/~cs194-26/fa14/P

Unbiasedshapecompactness ⭐ 7

This repository contains the code employed in our work: "Unbiased Shape Compactness for segmentation"

Explicit_shape_regression ⭐ 6

Implementation of the paper for face alignment by MSRA research.microsoft.com/en-us/.../cvpr12_facealignm

H2metrics ⭐ 5

Tools for Riemannian shape analysis with second order Sobolev metrics.

Polarisation_optimisation ⭐ 5

Implementation of CPCV 2017 paper: "Shape-from-polarisation: a nonlinear least squares approach"

Selfsupervisedfmnet ⭐ 5

Code for the paper: Self-supervised Learning of Dense Shape Correspondence

Relationships From Entity Stream ⭐ 5

Research presented at the NIPs 2017 ViGiL Workshop.

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