Project Name	Stars	Repos Using This	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Nlpaug	3,825	1	29	a year ago	37	July 07, 2022	61	mit	Jupyter Notebook
Data augmentation for NLP
Textattack	2,597		5	4 months ago	46	September 11, 2023	52	mit	Python
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
Torchio	1,904		29	3 months ago	245	November 24, 2023	44	apache-2.0	Python
Medical imaging toolkit for deep learning
Torchsample	1,829			6 months ago			59	other	Python
High-Level Training, Data Augmentation, and Utilities for Pytorch
Audiomentations	1,605		5	3 months ago	37	November 24, 2023	46	mit	Python
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
Data Augmentation Review	1,499			6 months ago
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
Eda_nlp	1,405			a year ago			9		Python
Data augmentation for NLP, presented at EMNLP 2019
Torch Audiomentations	823		3	3 months ago	14	June 29, 2022	49	mit	Python
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
Voxceleb_trainer	719			a year ago			10	mit	Python
In defence of metric learning for speaker recognition
Random Erasing	697			5 months ago			11	apache-2.0	Python
Random Erasing Data Augmentation. Experiments on CIFAR10, CIFAR100 and Fashion-MNIST

Alternatives To Image_augmentor

Select To Compare

Nlpaug ⭐ 3,825

Data augmentation for NLP

dependent packages 29total releases 37most recent commit a year ago

Textattack ⭐ 2,597

TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/

dependent packages 5total releases 46most recent commit 4 months ago

Torchio ⭐ 1,904

Medical imaging toolkit for deep learning

dependent packages 29total releases 245most recent commit 3 months ago

Torchsample ⭐ 1,829

High-Level Training, Data Augmentation, and Utilities for Pytorch

most recent commit 6 months ago

Audiomentations ⭐ 1,605

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

dependent packages 5total releases 37most recent commit 3 months ago

Data Augmentation Review ⭐ 1,499

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

most recent commit 6 months ago

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

most recent commit a year ago

Torch Audiomentations ⭐ 823

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

dependent packages 3total releases 14most recent commit 3 months ago

Voxceleb_trainer ⭐ 719

In defence of metric learning for speaker recognition

most recent commit a year ago

Random Erasing ⭐ 697

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

most recent commit 5 months ago

Suggest An Alternative To image_augmentor

Alternative Project Comparisons

Image_augmentor vs Nlpaug

Image_augmentor vs Textattack

Image_augmentor vs Torchio

Image_augmentor vs Torchsample

Image_augmentor vs Audiomentations

Image_augmentor vs Data Augmentation Review

Image_augmentor vs Eda_nlp

Image_augmentor vs Torch Audiomentations

Image_augmentor vs Voxceleb_trainer

Image_augmentor vs Random Erasing

Popular Augmentation Projects

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months ago

Albumentations ⭐ 13,343

Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

dependent packages 273total releases 53latest release June 10, 2023most recent commit 10 days ago

Augmentor ⭐ 4,973

Image augmentation library in Python for machine learning.

dependent packages 8total releases 24latest release April 27, 2022most recent commit 6 months ago

Sketch Code ⭐ 4,714

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

most recent commit a year ago

Stylegan2 Pytorch ⭐ 3,147

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

dependent packages 2total releases 146latest release July 19, 2022most recent commit 2 years ago

Popular Data Augmentation Projects

Snorkel ⭐ 5,692

A system for quickly generating training data with weak supervision

dependent packages 9total releases 21latest release July 29, 2022most recent commit 2 months ago

Dali ⭐ 4,770

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

dependent packages 4total releases 19latest release December 06, 2023most recent commit 3 months ago

Unet ⭐ 4,218

unet for image segmentation

most recent commit 10 months ago

Face.evolve ⭐ 3,074

🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥

most recent commit a year ago

Webdataset ⭐ 1,898

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

dependent packages 51total releases 71latest release December 07, 2023most recent commit a month ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv