Albumentations: Fast and Flexible Image Augmentations

Data augmentation is a commonly used technique for increasing both the size and the diversity of labeled training sets by leveraging input transformations that preserve corresponding output labels. In computer vision, image augmentations have become a common implicit regularization technique to comb...

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Veröffentlicht in:	Information (Basel) Jg. 11; H. 2; S. 125
Hauptverfasser:	Buslaev, Alexander, Iglovikov, Vladimir I., Khvedchenya, Eugene, Parinov, Alex, Druzhinin, Mikhail, Kalinin, Alexandr A.
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 01.02.2020
Schlagworte:	Algorithms Application programming interface Classification Computer vision Data augmentation Datasets Deep learning Image processing Libraries Machine learning Neural networks Performance enhancement Recipes Regularization Software
ISSN:	2078-2489, 2078-2489
Online-Zugang:	Volltext
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