Hide-and-Seek: A Data Augmentation Technique for Weakly-Supervised Localization and Beyond

6 Nov 2018Krishna Kumar SinghHao YuAron SarmasiGautam PradeepYong Jae Lee

We propose 'Hide-and-Seek' a general purpose data augmentation technique, which is complementary to existing data augmentation techniques and is beneficial for various visual recognition tasks. The key idea is to hide patches in a training image randomly, in order to force the network to seek other relevant content when the most discriminative content is hidden... (read more)

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