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pytorch-classification

Classification with PyTorch.

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

pytorch-facenet-dogdataset

Paper To Code implementation of Facenet in native pytorch on Dog Dataset

pytorch-mtcnn

Updated MTCNN face detector supporting pytorch 1.0

pytorch-network-slimming

network slimming for pytorch models, support user defined models with Linear/Conv(groups=1)/BN

pytorch-ot

Differentiable Optimal Transport in PyTorch

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

pytorch_demo_model

包含了下载跑通的一些模型框架（MTCNN、SSD、Yolov3），都可以跑通，用以纪念学习

pytorch_gan_zoo

A mix of GAN implementations including progressive growing

pytorch_mtcnn

pytorch_mtcnn_arcface

pytorch_style_transfer_l2_wasserstein

PyTorch Implementatino of Style Transfer as Optimal Transport

pytorchot

implements optimal transport algorithms in pytorch

random-erasing

Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

raspberrypi-facedetection-mtcnn-caffe-with-motion

MTCNN with Motion Detection, on Raspberry Pi with Love

real_time_face_recognition

Real time face detection and recognition base on opencv/tensorflow/mtcnn/facenet

remote-heart-rate-detector

Remote heart rate detector; uses haarcascade for CPU and MTCNN-pytorch for CUDA.

res-facenet

Pretrained Facenet model

research_resources

Resources of CQU CS 1701 research, include NLP, Knowledge Graph,Cloud Computing, etc.

resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

rigl

End-to-end training of sparse deep neural networks with little-to-no performance loss.

s-gwl

Scalable Gromov-Wasserstein Learning for Graph Partitioning and Matching

screenkhorn

Code for NeurIPS 2019 paper "Screening Sinkhorn Algorithm for Regularized Optimal Transport"

semg-hilbert-curve

Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.

simclr

A PyTorch implementation of SimCLR based on ICML 2020 paper "A Simple Framework for Contrastive Learning of Visual Representations"

simplepruning

cnn pruning with tensorflow.

sinkhornautodiff

Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm

slimmable_networks

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019