Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Python Machine Learning Augmentation Open Source Projects

Open source projects categorized as Python 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 14 days agopypi albumentations} 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
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
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
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
Iciar2018 ⭐ 159
Our solution for ICIAR 2018 Grand Challenge
most recent commit 3 years ago
Seismiqb ⭐ 106
Seismic data interpretation with deep learning
most recent commit 9 months ago
Impy ⭐ 100
Impy is a Python3 library with features that help you in your computer vision tasks.
most recent commit 5 years ago
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 83most recent commit 3 months ago
Autoalbument ⭐ 89
AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - https://albumentations.ai/docs/autoalbument/
total releases 10most recent commit 3 years ago
The 10 Most Depended On Python 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
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
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
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
Caer ⭐ 691
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 2total releases 119latest release October 13, 2021most recent commit a year agopypi caer} Downloads
Muda ⭐ 182
A library for augmenting annotated audio data
dependent packages 1total releases 12latest release November 15, 2019most recent commit 3 years agopypi muda} Downloads
The 10 Latest Releases In Python 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
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
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
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.