Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Deep Learning Augmentation Open Source Projects

Open source projects categorized as Deep Learning Augmentation
Categories > Machine Learning > Augmentation
Categories > Machine Learning > Deep Learning
Imgaug ⭐ 13,682
Image augmentation for machine learning experiments.
dependent packages 141total releases 11most recent commit 9 months agopypi imgaug} Downloads
Albumentations ⭐ 13,417
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 8 hours 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
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
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
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
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
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
Torchdyn ⭐ 1,187
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
dependent packages 1total releases 14most recent commit 4 months agopypi torchdyn} Downloads
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
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
Dataaugmentationforobjectdetection ⭐ 609
Data Augmentation For Object Detection
most recent commit 4 years ago
Pytorch Randaugment ⭐ 557
Unofficial PyTorch Reimplementation of RandAugment.
most recent commit a year 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
Tensorlayer Tricks ⭐ 351
How to use TensorLayer
most recent commit 6 years ago
Copy Paste Aug ⭐ 306
Copy-paste augmentation for segmentation and detection tasks
most recent commit 2 years ago
Tsaug ⭐ 280
A Python package for time series augmentation
dependent packages 2total releases 4most recent commit a year agopypi tsaug} Downloads
The 10 Most Depended On Deep 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
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
Ttach ⭐ 879
Image Test Time Augmentation with PyTorch!
dependent packages 5total releases 3latest release July 09, 2020most recent commit 9 months agopypi ttach} 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
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
The 10 Latest Releases In Deep 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
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
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
Torchdyn ⭐ 1,187
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
dependent packages 1total releases 14latest release September 01, 2023most recent commit 4 months agopypi torchdyn} Downloads
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
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.