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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Junjie Li

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Open access Jul 2026

LUIM-YOLO: A Lightweight and Efficient Detection Model for UAV Images

LUIM-YOLO is a parameter-efficient accuracy-oriented design with edge deployment potential that reduces parameters and improves mAP@50 by 12.9% and achieves 88.19 ms/image in FP32, indicating a parameter-efficient accuracy-oriented design with edge deployment potential.

Junjie Li, Yisheng Wang, Bo Zhang · 1 citation

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