The Top 23 Augmentation Open Source Projects

Open source projects categorized as Augmentation

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Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

dependent packages 141total releases 11most 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 53most recent commit 9 days ago

Augmentor ⭐ 4,973

Image augmentation library in Python for machine learning.

dependent packages 8total releases 24most 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

Nlpaug ⭐ 3,825

Data augmentation for NLP

dependent packages 29total releases 37most 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 146most recent commit 2 years 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

Fb.resnet.torch ⭐ 1,945

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

most recent commit 4 years 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

Uda ⭐ 1,782

Unsupervised Data Augmentation (UDA)

most recent commit 3 years ago

Wer_are_we ⭐ 1,734

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

most recent commit 2 years ago

Byol Pytorch ⭐ 1,630

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

dependent packages 1total releases 28most recent commit 5 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

Pointrcnn ⭐ 1,493

PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.

most recent commit 2 years ago

Pytorch Toolbelt ⭐ 1,458

PyTorch extensions for fast R&D prototyping and Kaggle farming

dependent packages 6total releases 27most recent commit 3 months ago

Gpstest ⭐ 1,439

The #1 open-source Android GNSS/GPS test program

most recent commit 6 months ago

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

most recent commit a year ago

Awesome Python Scientific Audio ⭐ 1,390

Curated list of python software and packages related to scientific research in audio

most recent commit 9 months ago

Autoaugment ⭐ 1,382

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

most recent commit a year ago

Lightweight Gan ⭐ 1,368

Implementation of 'lightweight' GAN, proposed in ICLR 2021, in Pytorch. High resolution image generations that can be trained within a day or two

total releases 99most recent commit 2 years ago

Fast Autoaugment ⭐ 1,358

Official Implementation of 'Fast AutoAugment' in PyTorch.

most recent commit 3 years ago

The 10 Most Depended On Augmentation Open Source Projects

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 9 days ago

Pasta ⭐ 324

Library to refactor python code through AST manipulation.

dependent packages 196total releases 10latest release March 13, 2020most recent commit 4 months ago

Imgaug ⭐ 13,682

Image augmentation for machine learning experiments.

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

Torchio ⭐ 1,904

Medical imaging toolkit for deep learning

dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months ago

Nlpaug ⭐ 3,825

Data augmentation for NLP

dependent packages 29total releases 37latest release July 07, 2022most recent commit a year ago

Semantic Release Plugin Decorators ⭐ 13

This library provides utility functions to inject/extend plugins passed to semantic-release, allowing augmentation of any arbitrary plugin configuration in a way that the plugin system itself doesn't allow.

dependent packages 25total releases 13latest release January 05, 2021most recent commit 3 months ago

npm semantic-release-plugin-decorators} Downloads

Batchgenerators ⭐ 1,013

A framework for data augmentation for 2D and 3D image classification and segmentation

dependent packages 22total releases 16latest release March 16, 2023most recent commit 3 months ago

Imagecorruptions ⭐ 321

Python package to corrupt arbitrary images.

dependent packages 15total releases 6latest release December 03, 2020most recent commit a year ago

Profile ⭐ 8

Crafter user repository.

dependent packages 11total releases 152latest release September 19, 2023most recent commit 3 months ago

Qudida ⭐ 15

QUick and DIrty Domain Adaptation

dependent packages 9total releases 4latest release August 09, 2021most recent commit a year ago

The 10 Latest Releases In Augmentation Open Source Projects

Deep_utils ⭐ 95

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

total releases 83latest release December 06, 2023most recent commit 3 months ago

Audiomentations ⭐ 1,605

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

dependent packages 5total releases 37latest release November 24, 2023most recent commit 3 months ago

Torchio ⭐ 1,904

Medical imaging toolkit for deep learning

dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months ago

Tonic ⭐ 167

Publicly available event datasets and transforms.

dependent packages 3total releases 197latest release November 23, 2023most recent commit 3 months ago

Textaugment ⭐ 348

TextAugment: Text Augmentation Library

dependent packages 4total releases 9latest release November 16, 2023most recent commit 5 months ago

Byol Pytorch ⭐ 1,630

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

dependent packages 1total releases 28latest release November 16, 2023most recent commit 5 months ago

Augmenty ⭐ 147

Augmenty is an augmentation library based on spaCy for augmenting texts.

dependent packages 3total releases 30latest release October 06, 2023most recent commit 17 days ago

Tsgm ⭐ 60

Generative modeling of synthetic time series data and time series augmentations

total releases 3latest release September 28, 2023most recent commit 4 months ago

Profile ⭐ 8

Crafter user repository.

dependent packages 11total releases 152latest release September 19, 2023most recent commit 3 months 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 46latest release September 11, 2023most recent commit 4 months ago

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