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The Top 23 Machine Learning Augmentation Open Source Projects

Open source projects categorized as Machine Learning Augmentation
Categories > Machine Learning > Augmentation
Categories > Machine Learning > Machine Learning
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11most recent commit 9 months agopypi imgaug} Downloads
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 15 days agopypi albumentations} Downloads
Augmentor ⭐ 4,973
Image augmentation library in Python for machine learning.
dependent packages 8total releases 24most recent commit 6 months agopypi Augmentor} Downloads
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37most recent commit a year agopypi nlpaug} Downloads
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 agopypi stylegan2-pytorch} Downloads
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 agopypi textattack} Downloads
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245most recent commit 3 months agopypi torchio} Downloads
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 agopypi audiomentations} Downloads
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
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27most recent commit 3 months agopypi pytorch-toolbelt} Downloads
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 agopypi torch-audiomentations} Downloads
Nlp ⭐ 734
📝 This repository recorded my NLP journey.
most recent commit 4 years ago
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119most recent commit a year agopypi caer} Downloads
Deltapy ⭐ 411
DeltaPy - Tabular Data Augmentation (by @firmai)
total releases 11most recent commit 2 years ago
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7most recent commit 3 months agopypi hsuanwu} Downloads
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
most recent commit 4 years ago
Image_augmentor ⭐ 366
Data augmentation tool for images
most recent commit 2 years ago
Tensorlayer Tricks ⭐ 351
How to use TensorLayer
most recent commit 6 years ago
Unetgan ⭐ 266
Official Implementation of the paper "A U-Net Based Discriminator for Generative Adversarial Networks" (CVPR 2020)
most recent commit 2 years ago
Pytorch Kaggle Starter ⭐ 258
Pytorch starter kit for Kaggle competitions
most recent commit 7 years ago
Xview Yolov3 ⭐ 233
xView 2018 Object Detection Challenge: YOLOv3 Training and Inference.
most recent commit 4 months ago
Scaper ⭐ 192
A library for soundscape synthesis and augmentation
dependent packages 1total releases 37most recent commit 3 years agopypi scaper} Downloads
Muda ⭐ 182
A library for augmenting annotated audio data
dependent packages 1total releases 12most recent commit 3 years agopypi muda} Downloads
The 10 Most Depended On Machine Learning Augmentation Open Source Projects
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11latest release February 05, 2020most recent commit 9 months agopypi imgaug} Downloads
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37latest release July 07, 2022most recent commit a year agopypi nlpaug} Downloads
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months agopypi torchio} Downloads
Augmentor ⭐ 4,973
Image augmentation library in Python for machine learning.
dependent packages 8total releases 24latest release April 27, 2022most recent commit 6 months agopypi Augmentor} Downloads
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Image Augment ⭐ 13
Image augmentation library for machine learning in javascript
dependent packages 5total releases 3latest release April 01, 2019most recent commit 5 years agonpm image-augment} Downloads
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 agopypi audiomentations} Downloads
Torch Audiomentations ⭐ 823
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
dependent packages 3total releases 14latest release June 29, 2022most recent commit 3 months agopypi torch-audiomentations} Downloads
The 10 Latest Releases In Machine Learning Augmentation Open Source Projects
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 agopypi audiomentations} Downloads
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months agopypi torchio} Downloads
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
Rllte ⭐ 403
Long-Term Evolution Project of Reinforcement Learning
dependent packages 1total releases 7latest release May 15, 2023most recent commit 3 months agopypi hsuanwu} Downloads
Nlpaug ⭐ 3,825
Data augmentation for NLP
dependent packages 29total releases 37latest release July 07, 2022most recent commit a year agopypi nlpaug} Downloads
Fulu ⭐ 22
Fulu is a python library of supernova light curves approximation methods based on machine learning.
total releases 2latest release June 29, 2022most recent commit 4 months ago
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
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