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The Top 23 Python Augmentation Open Source Projects

Open source projects categorized as Python Augmentation
Categories > Machine Learning > Augmentation
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 11 days agopypi albumentations} Downloads
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 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
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
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 agopypi byol-pytorch} 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
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 agopypi pytorch-toolbelt} Downloads
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
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
Data Efficient Gans ⭐ 1,231
[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training
most recent commit 5 months ago
Ttach ⭐ 879
Image Test Time Augmentation with PyTorch!
dependent packages 5total releases 3most recent commit 9 months agopypi ttach} 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
Vega ⭐ 790
AutoML tools chain
total releases 16most recent commit a year ago
Nlp ⭐ 734
📝 This repository recorded my NLP journey.
most recent commit 4 years ago
Voxceleb_trainer ⭐ 719
In defence of metric learning for speaker recognition
most recent commit a year ago
Simple Railway Captcha Solver ⭐ 703
實作基於CNN的台鐵訂票驗證碼辨識以及透過模仿及資料增強的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha and data augmentation)
most recent commit a year ago
The 10 Most Depended On Python Augmentation Open Source Projects
Pasta ⭐ 324
Library to refactor python code through AST manipulation.
dependent packages 196total releases 10latest release March 13, 2020most recent commit 4 months agopypi google-pasta} Downloads
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
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
Imagecorruptions ⭐ 321
Python package to corrupt arbitrary images.
dependent packages 15total releases 6latest release December 03, 2020most recent commit a year agopypi imagecorruptions} Downloads
Qudida ⭐ 15
QUick and DIrty Domain Adaptation
dependent packages 9total releases 4latest release August 09, 2021most recent commit a year agopypi qudida} 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
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
Ttach ⭐ 879
Image Test Time Augmentation with PyTorch!
dependent packages 5total releases 3latest release July 09, 2020most recent commit 9 months agopypi ttach} Downloads
The 10 Latest Releases In Python 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
Tonic ⭐ 167
Publicly available event datasets and transforms.
dependent packages 3total releases 197latest release November 23, 2023most recent commit 4 months agopypi tonic} Downloads
Textaugment ⭐ 348
TextAugment: Text Augmentation Library
dependent packages 4total releases 9latest release November 16, 2023most recent commit 5 months agopypi textaugment} Downloads
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 agopypi byol-pytorch} Downloads
Augmenty ⭐ 147
Augmenty is an augmentation library based on spaCy for augmenting texts.
dependent packages 3total releases 30latest release October 06, 2023most recent commit 19 days agopypi augmenty} 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
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