Browsing Theses by Subject "Object Detection"
Now showing items 1-4 of 4
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3D Ground Truth Generation Using Pre-Trained Deep Neural Networks
(University of Waterloo, 2019-05-24)Training 3D object detectors on publicly available data has been limited to small datasets due to the large amount of effort required to generate annotations. The difficulty of labeling in 3D using 2.5D sensors, such as ... -
Evaluating Object and Text Detectors under the Binary Classification Scenario: A Review
(University of Waterloo, 2022-01-27)With the explosively increasing volume of hateful speech presented with images on the Internet, it is necessary to detect hateful speech automatically. Due to the intense demand for computation from the hateful meme detection ... -
Hydrophobicity Classification of RTV Silicone Rubber-Coated Insulators Using Deep Learning Algorithms
(University of Waterloo, 2022-08-18)Silicone rubber-based outdoor polymeric insulators are widely employed in electric power transmission and distribution networks to replace conventional ceramic insulators, owing to their superior performance in contaminated ... -
Real-time 3D Object Detection for Autonomous Driving
(University of Waterloo, 2018-05-10)This thesis focuses on advancing the state-of-the-art 3D object detection and localization in autonomous driving. An autonomous vehicle requires operating within a very unpredictable and dynamic environment. Hence a robust ...