liufeng1990

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

ADL

Attention-based Dropout Layer for Weakly Supervised Object Localization, CVPR 2019 (Oral)

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

BlenderPhong

CenterNet-better

An easy to understand and better performance version of CenterNet

eos

A lightweight 3D Morphable Face Model fitting library in modern C++11/14

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

face3d

Python tools for 3D face: 3DMM, Mesh processing(transform, camera, light, render), 3D face representations.

GenRe-ShapeHD

Code and data release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

gradflow-check

Check gradient flow in Pytorch

graphics

TensorFlow Graphics: Differentiable Graphics Layers for TensorFlow

IM-NET

The improved code for paper "Learning Implicit Fields for Generative Shape Modeling".

Learning-Deep-Learning

Paper reading notes on Deep Learning and Machine Learning

M3D-RPN

mitsuba-shapenet

Mitsuba for ShapeNet

Multi-View-Silhouette-and-Depth-Decomposition-for-High-Resolution-3D-Object-Representation

Repository for code to reproduce the paper Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation

nricp-implementation

Matlab implementation of non-rigid ICP following Amberg et al. (2007)

pcnn

Point Convolutional Neural Networks by Extension Operators

Pixel2Mesh

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.

Pixel2Mesh-Pytorch

Final project for RecVis 18

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

PointCloud_Classification_using_optimized_PointNet_by_kdtree

Optimized the CNN framework PointNet by using kdtree

Pointnet2_PyTorch

PyTorch implementation of Pointnet2/Pointnet++ -- https://github.com/charlesq34/pointnet2

pointNet_NPM3D_MVA

Academic project as part of the "Nuages de points et modélisation 3D" course at ENS Paris-Saclay.

Pointnet_Pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

PyTorch-Radial-Basis-Function-Layer

An implementation of an RBF layer/module using PyTorch.

ShapenetRender_more_variation

A new shapenet rendering 2D image dataset that also contains deph map, normal map and albedo map.

vgg-face.pytorch

VGG-Face Descriptor port to pytorch

vision

Datasets, Transforms and Models specific to Computer Vision