Browsing Theses by Subject "transfer learning"
Now showing items 1-4 of 4
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Anomaly Detection in Textured Surfaces
(University of Waterloo, 2019-12-17)Detecting anomalies in textured surfaces is an important and interesting problem that has practical applications in industrial defect detection and infrastructure asset management with a lot of potential financial benefits. ... -
Closing the Modelling Gap: Transfer Learning from a Low-Fidelity Simulator for Autonomous Driving
(University of Waterloo, 2020-01-24)The behaviour planning subsystem, which is responsible for high-level decision making and planning, is an important aspect of an autonomous driving system. There are advantages to using a learned behaviour planning system ... -
Information Access Using Neural Networks For Diverse Domains And Sources
(University of Waterloo, 2023-09-05)The ever-increasing volume of web-based documents poses a challenge in efficiently accessing specialized knowledge from domain-specific sources, requiring a profound understanding of the domain and substantial comprehension ... -
Versatile Deep Learning Forecasting Application with Metamorphic Quality Assurance
(University of Waterloo, 2023-08-23)Accurate estimates of fresh produce (FP) yields and prices are crucial for having fair bidding prices by retailers along with informed asking prices by farmers, leading to the best prices for customers. To have accurate ...