Data Augmentation Review

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
Alternatives To Data Augmentation Review
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Byol Pytorch1,63018 months ago28November 16, 202340mitPython
Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch
Data Augmentation Review1,499
9 months ago
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
Nlp734
4 years ago7Python
:memo: This repository recorded my NLP journey.
Pytorch Randaugment557
a year ago19mitPython
Unofficial PyTorch Reimplementation of RandAugment.
Mtan470
2 years agomitPython
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
Distribution_augmentation103
a year ago3mitPython
Code for the paper, "Distribution Augmentation for Generative Modeling", ICML 2020.
Sgg100
a year ago4otherJupyter Notebook
Train Scene Graph Generation for Visual Genome and GQA in PyTorch >= 1.2 with improved zero and few-shot generalization.
Carrier Of Tricks For Classification Pytorch93
2 years ago3mitPython
carrier of tricks for image classification tutorials using pytorch.
Learning Invariances85
2 years ago3bsd-2-clauseJupyter Notebook
Codebase for Learning Invariances in Neural Networks
Generalize Unseen Domains81
4 years ago1mitPython
Code for the paper "Generalizing to Unseen Domains via Adversarial Data Augmentation", NeurIPS 2018
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