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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Format: | Thesis-Doctor of Philosophy |
Language: | English |
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Nanyang Technological University
2023
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Online Access: | https://hdl.handle.net/10356/164712 |
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Institution: | Nanyang Technological University |
Language: | English |