List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
☆1,638Aug 14, 2024Updated last year
Alternatives and similar repositories for data-augmentation-review
Users that are interested in data-augmentation-review are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is a list of awesome methods about data augmentation.☆796Mar 14, 2021Updated 5 years ago
- Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125☆15,289Jun 25, 2025Updated 10 months ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,608Jun 16, 2021Updated 4 years ago
- A curated list of awesome self-supervised methods☆6,384Feb 24, 2026Updated 2 months ago
- Image augmentation for machine learning experiments.☆14,738Jul 30, 2024Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,739Apr 29, 2026Updated last week
- Data augmentation for NLP☆4,658Jun 24, 2024Updated last year
- Unsupervised Data Augmentation (UDA)☆2,206Aug 28, 2021Updated 4 years ago
- AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty☆992Mar 12, 2026Updated last month
- Data Augmentation For Object Detection☆1,156Apr 14, 2020Updated 6 years ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,321Aug 17, 2025Updated 8 months ago
- ResNeSt: Split-Attention Networks☆3,263Dec 9, 2022Updated 3 years ago
- A data augmentations library for audio, image, text, and video.☆5,082Updated this week
- Codebase for Image Classification Research, written in PyTorch.☆2,168Mar 20, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Data augmentation tool for images☆458Oct 3, 2023Updated 2 years ago
- [ECCV 2020] DADA: Differentiable Automatic Data Augmentation☆191Jul 6, 2023Updated 2 years ago
- Unofficial PyTorch Reimplementation of RandAugment.☆636Mar 14, 2023Updated 3 years ago
- A curated list of resources for Learning with Noisy Labels☆2,717May 3, 2025Updated last year
- Lists the papers related to imbalance problems in object detection [TPAMI]☆1,131Jul 29, 2021Updated 4 years ago
- A PyTorch implementation of EfficientNet☆8,218Apr 8, 2022Updated 4 years ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,495May 16, 2023Updated 2 years ago
- Official Pytorch implementation of CutMix regularizer☆1,246Sep 16, 2020Updated 5 years ago
- PyTorch implementation of Contrastive Learning methods☆1,997Oct 4, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- OpenMMLab Detection Toolbox and Benchmark☆32,653Aug 21, 2024Updated last year
- Image augmentation library in Python for machine learning.☆5,139Mar 21, 2024Updated 2 years ago
- Efficient Learning of Augmentation Policy Schedules☆509Oct 27, 2019Updated 6 years ago
- A Python library for audio data augmentation. Useful for making audio ML models work well in the real world, not just in the lab.☆2,268Apr 13, 2026Updated 3 weeks ago
- Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html☆7,501Dec 17, 2022Updated 3 years ago
- 😎 An up-to-date & curated list of awesome semi-supervised learning papers, methods & resources.☆1,851May 24, 2024Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆5,086Jul 8, 2024Updated last year
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,335Sep 26, 2022Updated 3 years ago
- CVPR 2020 oral paper: Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax.☆356Jun 22, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- torch-optimizer -- collection of optimizers for Pytorch☆3,168Mar 22, 2024Updated 2 years ago
- 🐍 Geometric Computer Vision Library for Spatial AI☆11,193Updated this week
- VISSL is FAIR's library of extensible, modular and scalable components for SOTA Self-Supervised Learning with images.☆3,296Mar 3, 2024Updated 2 years ago
- Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Py…☆25,139May 1, 2026Updated last week
- Code release for ConvNeXt model☆6,365Jan 8, 2023Updated 3 years ago
- This repository contains code for the paper "Decoupling Representation and Classifier for Long-Tailed Recognition", published at ICLR 202…☆976Oct 12, 2021Updated 4 years ago
- End-to-End Object Detection with Transformers☆15,254Mar 12, 2024Updated 2 years ago