Masters ThesisHughes, DavidObject detection performed by deep neural networks is a popular research task with diverse real-life applications; these target applications will typically have semantic classes outside of the label maps of publically-available, pre-trained models. Th . . .
Student ResearchHughes, DavidIn this poster, I present some of the work that I have done on Apache Spark implementations of randomized Linear Algebra: randomized SVD and randomized QB factorization. The field of randomized Linear Algebra has expanded rapidly in the last decade in . . .
Student ResearchHughes, DavidMany real-life intelligent applications such as human beautification and avatar creation of a single portrait image, rely heavily on accurate hair segmentation. In this paper, we study the use of deep learning to produce hair segmentation. We will inv . . .