ip-augmentation Goto Github PK

saliencymix

SaliencyMix: A Saliency Guided Data Augmentation Strategy for Better Regularization

sitt

Single Image Texture Translation for Data Augmentation

sla

Self-supervised Label Augmentation via Input Transformations (ICML 2020)

snapmix

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

style-augmentation

PyTorch implementation of neural style randomization for data augmentation

stylemix

supermix

Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation

teachaugment

Official Implementation of TeachAugment: Data Augmentation Optimization Using Teacher Knowledge (CVPR2022, Oral)

tokenmix

TokenMix: Rethinking Image Mixing for Data Augmentation in Vision Transformers (ECCV 2022)

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

tsa

[CVPR 2021 Oral] Code release for "Transferable Semantic Augmentation for Domain Adaptation"

uda

Unsupervised Data Augmentation (UDA)

uda_pytorch

UDA(Unsupervised Data Augmentation) implemented by pytorch

ulda

The official implement of paper "Unsupervised Few-Shot Learning via Distribution Shift-based Augmentation"

vidaug

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

ws_dan_pytorch

PyTorch Implementation Of WS-DAN(See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification)

yoco

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.