Occlusions for effective data augmentation in image classification

Deep networks for visual recognition are known to leverage ""easy to recognise"" portions of objects such as faces and distinctive texture patterns. The lack of a holistic understanding of objects may increase fragility and overfitting. In recent years, several papers have propos...

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Main Authors: Fong, RC, Vedaldi, A
格式: Conference item
语言:English
出版: IEEE 2020