Toward a generic federated learning platform optimized for computer vision applications

As a result of advances in deep learning, computer vision has transformed many industries with a wide range of applications. The majority of these applications heavily rely on centralizing plenty of images to train deep neural networks. However, this centralized training approach is becoming infeasi...

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Bibliographic Details
Main Author: Zhuang, Weiming
Other Authors: Wen Yonggang
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/164712
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Institution: Nanyang Technological University
Language: English

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