data-augmentation topic

List data-augmentation repositories

torchio

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Medical imaging toolkit for deep learning

tensorflow-mnist-cnn

196
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96
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MNIST classification using Convolutional NeuralNetwork. Various techniques such as data augmentation, dropout, batchnormalization, etc are implemented.

EvoSkeleton

330
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44
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Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

SemSegPipeline

145
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27
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A simpler way of reading and augmenting image segmentation data into TensorFlow

pba

503
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86
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Efficient Learning of Augmentation Policy Schedules

fastdup

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74
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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 oper...

snorkel

5.7k
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860
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A system for quickly generating training data with weak supervision

nlpcda

1.7k
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166
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一键中文数据增强包 ; NLP数据增强、bert数据增强、EDA:pip install nlpcda

webdataset

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153
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A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.