dkulon

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London, United Kingdom

http://dkulon.com/

Dominik Kulon's starred repositories

mediapipe

Cross-platform, customizable ML solutions for live and streaming media.

Language:C++Apache-2.027074 498 5147

GNNPapers

Must-read papers on graph neural networks (GNN)

pifuhd

High-Resolution 3D Human Digitization from A Single Image.

Language:PythonNOASSERTION9519 269 185

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

Language:PythonNOASSERTION8727 148 1587

kaolin

A PyTorch Library for Accelerating 3D Deep Learning Research

Language:PythonApache-2.04461 110 431

rlkit

Collection of reinforcement learning algorithms

Language:PythonMIT2481 61 131

spektral

Graph Neural Networks with Keras and Tensorflow 2.

Language:PythonMIT2366 45 276

meshrcnn

code for Mesh R-CNN, ICCV 2019

Language:PythonNOASSERTION1133 42 108

point2mesh

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Language:PythonMIT1092 34 31

osim-rl

Reinforcement learning environments with musculoskeletal models

Language:PythonMIT887 52 173

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

Language:Jupyter Notebook843 27 9

moses

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

Language:PythonMIT821 37 56

SPIN

Repository for the paper "Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop"

Language:PythonNOASSERTION815 23 132

DIB-R

Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer (NeurIPS 2019)

Language:PythonMIT655 36 23

GRAN

Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019

Language:C++MIT466 11 21

freihand

A dataset for estimation of hand pose and shape from single color images.

Language:Python382 16 40

Parsing-R-CNN

Parsing R-CNN for Instance-Level Human Analysis

Language:PythonMIT300 24 28

hand_object_detector

Project and dataset webpage:

Language:PythonMIT228 4 27

ho3d

A dataset for pose estimation of hand when interacting with object and severe occlusions.

Language:Python194 40

csm

Code release for "Canonical Surface Mapping via Geometric Cycle Consistency"

Language:C++186 18 21

arielai_youtube_3d_hands

A dataset for 3D hand reconstruction in the wild.

Language:PythonNOASSERTION185 11 23

GNN-Tutorial

Graph Neural Network Tutorial

Language:Jupyter Notebook178 3 2

Neural-Pose-Transfer

Neural Pose Transfer by Spatially Adaptive Instance Normalization. In CVPR 2020

Language:PythonApache-2.0145 8 15

DensePoseFnL

Fast and Light DensePose implementation

Language:PythonMIT129 13 19

spiralnet_plus

SpiralNet++: A Fast and Highly Efficient Mesh Convolution Operator (ICCV-W 2019)

Language:PythonMIT122 11 11

dcm-net

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

Language:PythonMIT118 11 13

coma

Pytorch reproduction of the paper "Generating 3D faces using Convolutional Mesh Autoencoders (CoMA)" (ECCV 2018)

Language:PythonMIT90 5 6

TalkingWithHands32M

Talking with Hands

NOASSERTION85 9 6

MoNet

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

Language:PythonMIT55 3 3

FeaStNet

Pytorch reproduction of the paper "FeaStNet: Feature-Steered Graph Convolutions for 3D Shape Analysis" (CVPR 18)

Language:PythonMIT16 3 1