Research on YOLOv3 model compression strategy for UAV deployment

Research on YOLOv3 model compression strategy for UAV deployment

UAVs are often limited by limited resources when performing flight tasks, especially the contradiction between storage resources and computing resources when the huge YOLOv3 model is deployed on the edge UAVs. In this paper, we tend to compress YOLOv3 model in different aspects to achieve load avail...

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Bibliographic Details
Main Authors: Fei Xu, Litao Huang, Xiaoyang Gao, Tingting Yu, Leyi Zhang
Format: Article
Language:English
Published: KeAi Communications Co. Ltd. 2024-01-01
Series:Cognitive Robotics
Subjects:
Deep learning
UAV
Model compression
Online Access:http://www.sciencedirect.com/science/article/pii/S2667241323000381

Internet

http://www.sciencedirect.com/science/article/pii/S2667241323000381

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