Enabling collaborative video sensing at the edge through convolutional sharing
While Deep Neural Network (DNN) models have provided remarkable advances in machine vision capabilities, their high computational complexity and model sizes present a formidable roadblock to deployment in AIoT-based sensing applications. In this paper, we propose a novel paradigm by which peer nodes...
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| Main Authors: | , , |
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| Format: | text |
| Language: | English |
| Published: |
Institutional Knowledge at Singapore Management University
2020
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| Subjects: | |
| Online Access: | https://ink.library.smu.edu.sg/sis_research/7152 https://ink.library.smu.edu.sg/context/sis_research/article/8155/viewcontent/2012.08643v1.pdf |
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| Institution: | Singapore Management University |
| Language: | English |