no code implementations • 26 Jan 2024 • Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski, Michał Kruk
We compare the quality of the GAN-based augmentation approach to two different approaches (classical augmentation and no augmentation at all) by employing transfer learning-based classification of COVID-19 chest X-ray images.
1 code implementation • 18 Apr 2023 • Oleksandr Fedoruk, Konrad Klimaszewski, Aleksander Ogonowski, Rafał Możdżonek
Data augmentation is a typical methodology used in machine learning when confronted with a limited data set.