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The Top 23 Python Deep Learning Data Augmentation Open Source Projects

Open source projects categorized as Python 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
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
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
Torch Audiomentations ⭐ 823
Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.
dependent packages 3total releases 14most recent commit 4 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
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
Tsaug ⭐ 280
A Python package for time series augmentation
dependent packages 2total releases 4most recent commit a year agopypi tsaug} Downloads
Evoskeleton ⭐ 198
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
most recent commit 3 years ago
Modelnet40 C ⭐ 184
Repo for "Benchmarking Robustness of 3D Point Cloud Recognition against Common Corruptions" https://arxiv.org/abs/2201.12296
most recent commit 10 months ago
Semsegpipeline ⭐ 145
A simpler way of reading and augmenting image segmentation data into TensorFlow
most recent commit 4 years ago
Contrad ⭐ 142
Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)
most recent commit 3 years ago
Chainer Cifar10 ⭐ 132
Various CNN models for CIFAR10 with Chainer
most recent commit 5 years ago
Chatgpt Retrievalqa ⭐ 130
A dataset for training/evaluating Question Answering Retrieval models on ChatGPT responses with the possibility to training/evaluating on real human responses.
most recent commit 3 months ago
Gandlf ⭐ 127
A generalizable application framework for segmentation, regression, and classification using PyTorch
total releases 8most recent commit 3 months ago
Allie ⭐ 126
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
most recent commit 7 months ago
Unsupervised Data Augmentation ⭐ 110
Unofficial PyTorch Implementation of Unsupervised Data Augmentation.
most recent commit 4 years ago
Fcn_train ⭐ 100
The code includes all the file that you need in the training stage for FCN
most recent commit 7 years ago
The 5 Most Depended On Python Deep Learning 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
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 4 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 Python Deep Learning 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
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
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 4 months agopypi torch-audiomentations} Downloads
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