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Journal Of Big Data· 2019Q1· Review

A survey on Image Data Augmentation for Deep Learning

Connor Shorten, Taghi M. Khoshgoftaar

Short summary

This survey details image data augmentation techniques, which expand limited datasets to improve deep learning model performance, particularly for Computer Vision tasks where big data is often unavailable.

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Field: Computer Vision and Pattern Recognition

Computer Vision and Pattern RecognitionComputer Science