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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Hlavní autoři: Fong, RC, Vedaldi, A
Médium: Conference item
Jazyk:English
Vydáno: IEEE 2020