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The Top 23 Deep Learning Data Augmentation Open Source Projects

Open source projects categorized as Deep Learning Data Augmentation
Categories > Data Processing > Data Augmentation
Categories > Machine Learning > Deep Learning
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
Unet ⭐ 4,218
unet for image segmentation
most recent commit a year ago
Face.evolve ⭐ 3,074
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
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
Webdataset ⭐ 1,898
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
dependent packages 51total releases 71most recent commit a month agopypi webdataset} 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
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
Awesome Graph Self Supervised Learning ⭐ 1,194
Awesome Graph Self-Supervised Learning
most 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 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
Mobilepose ⭐ 622
Light-weight Single Person Pose Estimator
most recent commit 3 months ago
Dataaugmentationforobjectdetection ⭐ 609
Data Augmentation For Object Detection
most recent commit 4 years ago
Dataaug4nlp ⭐ 595
Collection of papers and resources for data augmentation for NLP.
most 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
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
Drq ⭐ 369
DrQ: Data regularized Q
most recent commit a year ago
Amazon Forest Computer Vision ⭐ 364
Amazon Forest Computer Vision: Satellite Image tagging code using PyTorch / Keras with lots of PyTorch tricks
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
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
total releases 4most recent commit 4 years ago
Tsaug ⭐ 280
A Python package for time series augmentation
dependent packages 2total releases 4most recent commit a year agopypi tsaug} Downloads
The 6 Most Depended On Deep Learning Data Augmentation Open Source Projects
Webdataset ⭐ 1,898
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
dependent packages 51total releases 71latest release December 07, 2023most recent commit a month agopypi webdataset} 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
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
The 10 Latest Releases In Deep Learning Data Augmentation Open Source Projects
Webdataset ⭐ 1,898
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
dependent packages 51total releases 71latest release December 07, 2023most recent commit a month agopypi webdataset} 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
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
Openmixup ⭐ 538
CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark
total releases 1latest release December 22, 2022most recent commit 3 months ago
Gandlf ⭐ 127
A generalizable application framework for segmentation, regression, and classification using PyTorch
total releases 8latest release September 20, 2022most recent commit 3 months ago
Vkit ⭐ 20
Boosting Document Intelligence
total releases 319latest release July 03, 2022most recent commit a year ago
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