Deep learning for visual recognition at pixel, object, and image levels

Deep (machine) learning in recent years has significantly increased the predictive modeling strengths for applications in the areas of computer vision, speech recognition, and natural language processing. Being heavily data-driven, conventional general-purpose deep learning methods mainly rely on tr...

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Bibliographic Details
Main Author: Kuen, Jason Wen Yong
Other Authors: Tan Yap Peng
Format: Theses and Dissertations
Language:English
Published: 2019
Subjects:
Online Access:https://hdl.handle.net/10356/107566
http://hdl.handle.net/10220/50321
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Institution: Nanyang Technological University
Language: English