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Sep, 2018
Albumentations:快速灵活的图像增强
Albumentations: fast and flexible image augmentations
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Alexander Buslaev, Alex Parinov, Eugene Khvedchenya, Vladimir I. Iglovikov, Alexandr A. Kalinin
TL;DR
Albumentations是一个用于图像增广的快速和灵活的库,通过多种不同的图像变换操作增强了计算机视觉的效能,同时也是其他增广库易于使用的包装器,并提供了公开可用的源代码。
Abstract
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 output labels. In
computer vision
domain, <
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