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3d-machine-learning

A resource repository for 3D machine learning

cad-modularization

This repo implements a sub-assembly retrieval method for Computer-Aided Design (CAD) models, based on geometric feature learning

continual-inference

Building blocks for Continual Inference Networks in PyTorch

continual-skeletons

Official codebase for "Online Skeleton-based Action Recognition with Continual Spatio-Temporal Graph Convolutional Networks"

diversified-facial-expression-recognition

efficient-facial-feature-learning-with-wide-ensemble-based-convolutional-neural-networks

Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks

fer_pstbln_mcd

PyTorch implementation of landmark-based facial expression recognition using Spatio-Temporal BiLinear Networks (ST-BLN)

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gcn

Implementation of Graph Convolutional Networks in TensorFlow

graph_powered_ml_workshop

Material and Notebooks for the Graph Powered ML Workshop September 2020 @Aalborg University.

keras-gcn

Keras implementation of Graph Convolutional Networks

lego_bricksorter

This repo represents mockup code in Python for detecting and recognizing (sorting) LEGO bricks via Computer Vision

lightweight-human-pose-estimation.pytorch

Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.

mixhop

Official Implementation of ICML 2019 Paper. MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing; and UAI 2019 Paper: N-GCN: Multi-scale Graph Convolution for Semi-supervised Node Classification

mmskeleton

A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.

nturgb-d

Info and sample codes for "NTU RGB+D Action Recognition Dataset"

opendr

A modular, open and non-proprietary toolkit for core robotic functionalities by harnessing deep learning

opendr-activity-recognition-demo

OpenDR human activity recognition demo

parametric-tsne-keras

a python implementation of Parametric t-SNE in Keras

pgcn

PyTorch implementation of PGCN algorithm.

preploader

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygcl

PyGCL: A PyTorch Library for Graph Contrastive Learning

pytorch-benchmark

Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

skeleton-based-action-recognition

This repository provides implementation of a baseline method and our proposed methods for efficient Skeleton-based Human Action Recognition.

vit-cifar

PyTorch implementation for Vision Transformer[Dosovitskiy, A.(ICLR'21)] modified to obtain over 90% accuracy FROM SCRATCH on CIFAR-10 with small number of parameters (= 6.3M, originally ViT-B has 86M).

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch