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The Top 10 Data Augmentation Open Source Projects
Open source projects categorized as Data Augmentation
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Data Processing
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Data Augmentation
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snorkel-team/snorkel
⭐
5,624
A system for quickly generating training data with weak supervision
dependent packages
0
total releases
0
most recent commit
over 2 years ago
NVIDIA/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
0
total releases
0
most recent commit
about 2 years ago
zhixuhao/unet
⭐
4,218
unet for image segmentation
dependent packages
0
total releases
0
most recent commit
almost 3 years ago
makcedward/nlpaug
⭐
3,825
Data augmentation for NLP
dependent packages
0
total releases
0
most recent commit
about 3 years ago
ZhaoJ9014/face.evoLVe
⭐
3,074
🔥🔥High-Performance Face Recognition Library on PaddlePaddle & PyTorch🔥🔥
dependent packages
0
total releases
0
most recent commit
over 3 years ago
QData/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
0
total releases
0
most recent commit
over 2 years ago
fepegar/torchio
⭐
1,904
Medical imaging toolkit for deep learning
dependent packages
0
total releases
0
most recent commit
about 2 years ago
ncullen93/torchsample
⭐
1,829
High-Level Training, Data Augmentation, and Utilities for Pytorch
dependent packages
0
total releases
0
most recent commit
over 2 years ago
webdataset/webdataset
⭐
1,737
A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
iver56/audiomentations
⭐
1,605
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
dependent packages
0
total releases
0
most recent commit
about 2 years ago
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