Randaugment: Practical automated data augmentation with a reduced search space

Barret Zoph
Barret Zoph
Jonathon Shlens
Jonathon Shlens

CVPR Workshops, pp. 3008-3017, 2020.

Cited by: 60|Bibtex|Views86|Links
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Abstract:

Recent work on automated augmentation strategies has led to state-of-the-art results in image classification and object detection. An obstacle to a large-scale adoption of these methods is that they require a separate and expensive search phase. A common way to overcome the expense of the search phase was to use a smaller proxy task. Howe...More

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