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The Top 23 Python Data Augmentation Open Source Projects

Open source projects categorized as Python Data Augmentation
Categories > Data Processing > Data Augmentation
Snorkel ⭐ 5,692
A system for quickly generating training data with weak supervision
dependent packages 9total releases 21most recent commit 2 months agopypi snorkel} Downloads
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 19most recent commit 3 months agopypi nvidia-dali-cuda110} Downloads
Face.evolve ⭐ 3,074
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
most 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 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
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
Nlpcda ⭐ 1,573
一键中文数据增强包 ； NLP数据增强、bert数据增强、EDA：pip install nlpcda
total releases 28most recent commit 6 months ago
Eda_nlp ⭐ 1,405
Data augmentation for NLP, presented at EMNLP 2019
most recent commit a year ago
Fastdup ⭐ 1,313
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
total releases 284most recent commit 3 months ago
Tixcraft_bot ⭐ 1,238
Max搶票機器人(maxbot) help you quickly buy your tickets
most recent commit 3 months ago
Nlp_xiaojiang ⭐ 1,129
自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Senten Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征
total releases 1most recent commit 3 years 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 agopypi torch-audiomentations} Downloads
Inltk ⭐ 808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
total releases 24most recent commit 3 months ago
Flownetpytorch ⭐ 773
Pytorch implementation of FlowNet by Dosovitskiy et al.
most recent commit a year 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 6 months ago
Textflint ⭐ 577
Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing
total releases 6most recent commit 2 years ago
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1most recent commit 3 months ago
Mtan ⭐ 470
The implementation of "End-to-End Multi-Task Learning with Attention" [CVPR 2019].
most recent commit 2 years ago
Specaugment ⭐ 411
A Implementation of SpecAugment with Tensorflow & Pytorch, introduced by Google Brain
total releases 12most recent commit 3 years ago
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
most recent commit 4 years ago
Deepconvsep ⭐ 397
Deep Convolutional Neural Networks for Musical Source Separation
most recent commit 4 years ago
The 10 Most Depended On Python Data Augmentation Open Source Projects
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
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 agopypi snorkel} 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
Tsaug ⭐ 280
A Python package for time series augmentation
dependent packages 2total releases 4latest release April 17, 2020most recent commit a year agopypi tsaug} Downloads
Scaper ⭐ 192
A library for soundscape synthesis and augmentation
dependent packages 1total releases 37latest release July 22, 2018most recent commit 3 years agopypi scaper} Downloads
The 10 Latest Releases In Python Data 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
Text2text ⭐ 268
Text2Text: Crosslingual NLP/G toolkit
total releases 134latest release October 21, 2023most recent commit 3 months 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
Sotastream ⭐ 18
A library for data streaming and augmentation
total releases 2latest release August 29, 2023most recent commit 5 months ago
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