Browsing Electrical and Electronic Engineering (Conference Papers) by Author "Bazrafkkan, Shabab"
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Getting more from your datasets: Data augmentation, annotation and generative techniques
Corcoran, Peter; Bazrafkkan, Shabab; Lemley, Joe (XPERI Inc., 2018-05-18)Deep Learning for embedded vision requires large datasets. Indeed the more varied training data is, the more accurate the trained network. But, acquiring and accurately annotating datasets costs time and money. This talk ... -
Hybrid Semi-Parallel Deep Neural Networks (SPDNN) – example methodologies and use cases
Corcoran, Peter; Bazrafkkan, Shabab (XPERI Inc., 2018-05-23)Deep neural networks (DNNs) are typically trained on specific datasets, optimized with particular discriminating capabilities. Often several different DNN topologies are developed solving closely related aspects of a ...