Real-Time Instance and Semantic Segmentation Using Deep Learning

In this thesis, we explore the use of Convolutional Neural Networks for semantic and instance segmentation, with a focus on studying the application of existing methods with cheaper neural networks. We modify a fast object detection architecture for the instance segmentation task, and study the conc...

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Bibliographic Details
Main Author: Kolhatkar, Dhanvin
Other Authors: Laganière, Robert
Format: Others
Language:en
Published: Université d'Ottawa / University of Ottawa 2020
Subjects:
Online Access:http://hdl.handle.net/10393/40616
http://dx.doi.org/10.20381/ruor-24844