Browsing College of Engineering and Informatics by Subject "Synthetic Data"
Now showing items 1-3 of 3
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Fake data - the future of advanced computer vision systems
(NUI Galway, 2018-10-22)Recent research shows that Data Augmentation techniques and Synthetic Data can improve the accuracy and reduce the susceptibility of Deep Neural Networks to Adversarial Attacks. In this presentation we consider some of the ... -
Generative Augmented Dataset and Annotation Frameworks for Artificial Intelligence (GADAFAI)
(Institute of Electrical and Electronics Engineers (IEEE), 2020-08-31)Recent Advances in Artificial Intelligence (AI), particularly in the field of compute vision, have been driven by the availability of large public datasets. However, as AI begins to move into embedded devices there will ... -
Proof-of-concept techniques for generating synthetic thermal facial data for training of deep learning models
(National University of Ireland Galway, 2021-01-10)Thermal imaging has played a dynamic role in the diversified field of consumer technology applications. To build artificially intelligent thermal imaging systems, large scale thermal datasets are required for successful ...