no code implementations • 20 Sep 2023 • Dominik Lewy, Jacek Mańdziuk
The Mixup method has proven to be a powerful data augmentation technique in Computer Vision, with many successors that perform image mixing in a guided manner.
no code implementations • 8 Jul 2022 • Dominik Lewy, Jacek Mańdziuk, Maria Ganzha, Marcin Paprzycki
Availability of large amount of annotated data is one of the pillars of deep learning success.
no code implementations • 21 Jul 2021 • Dominik Lewy, Jacek Mańdziuk
Deep Convolutional Neural Networks have made an incredible progress in many Computer Vision tasks.