Browsing University of Galway Theses by Subject "Data Augmentation"
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Contributions to data augmentation techniques and synthetic data for training deep neural networks
(NUI Galway, 2022-06-10)In the recent years deep learning has become more and more popular and it is applied in a variety of fields, yielding outstanding results in different machine learning applications. Deep learning based solutions thrive ... -
Deep learning techniques in data augmentation and neural network design
(NUI Galway, 2020-05-22)In recent years, deep learning has revolutionized computer vision and has been applied to a range of problems where it often achieves accuracies equal to or greater than those obtainable by individual human experts. This ...