valencebond

RAP-dataset

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neural Networks" https://arxiv.org/abs/1506.01186 for PyTorch framework

arbitrary-text-to-image-papers

A collection of arbitrary text to image papers with code (constantly updating)

Attention-Augmented-Conv2d

Implementing Attention Augmented Convolutional Networks using Pytorch

AutoAugment

Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow

awesome-multimodal-ml

Reading list for research topics in multimodal machine learning

cernet-ipv6-hosts

Lightweight IPv6 hosts! Access to Google, YouTube, Facebook, Wikipedia via IPv6 and avoid unnecessary block.

EANet

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

FEAT

The code repository for "Learning Embedding Adaptation for Few-Shot Learning"

GCnet-pytorch

This is a pytorch type of block，including Non-local block，Simple Non-local block，GC block and all GC block; refer to paper《GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond》

GHM_Detection

The implementation of “Gradient Harmonized Single-stage Detector” published on AAAI 2019.

git-recipes

🥡 Git recipes in Chinese by Zhongyi Tong. 高质量的Git中文教程.

GloRe

Global Reasoning module for visual recognition

kaggle-understanding-clouds

Code for 1st place solution in Understanding Clouds from Satellite Images Challenge.

local-relational-nets

A Pytorch implementation for the paper Local Relational Networks for Image Recognition (https://arxiv.org/pdf/1904.11491.pdf)

pretrained-models.pytorch

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

pytorch-adacos

PyTorch implementation of AdaCos

pytorch-cifar-models

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

PyTorch-Encoding

Part Segmentation for EANet

pytorch-gradual-warmup-lr

Gradually-Warmup Learning Rate Scheduler for PyTorch

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch-receptive-field

Compute CNN receptive field size in pytorch in one line

pytorch-yolo2

Convert https://pjreddie.com/darknet/yolo/ into pytorch

reid-strong-baseline

Bag of Tricks and A Strong Baseline for Deep Person Re-identification

SENet

Squeeze-and-Excitation Networks

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

Tricks-of-Semi-supervisedDeepLeanring-Pytorch

PseudoLabel 2013, PI model, Tempens, MeanTeacher, ICT, MixMatch

vision

Datasets, Transforms and Models specific to Computer Vision