Hardware-aware neural architecture search and compression towards embedded intelligence

With the increasing availability of large-scale datasets and powerful computing paradigms, convolutional neural networks (CNNs) have empowered a wide range of intelligent embedded vision tasks, which span from image classification to downstream vision tasks, such as on-device object recognition, det...

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Bibliographic Details
Main Author: Luo, Xiangzhong
Other Authors: Weichen Liu
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/172506
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Institution: Nanyang Technological University
Language: English