id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
fcis-20343	Tang, Lin; Zhou, Shunyong; Wang, Xinjie	A Lightweight Object Detection Network for UAV Aerial Images	2024	8	.pdf	application/pdf	6255	286	51	Abstract: In order to solve the problems of poor detection algorithms, high network model complexity, and difficult deployment of algorithms in the field of aerial image target detection. And achieved good results and verify the applicability of the proposed algorithm; Zeng[30] et al. improved the YOLOv7 algorithm by removing the second down-sampling layer and the deep detection head, introducing the DpSPPF module and adding the NWD measurement method to the indicators of positive and negative sample allocation, and proposed a real- time small target detection algorithm YOLOv7-UAV.Aiming at the current challenges in the field of UAV target detection, Li[31]et al. proposed an aerial image detection model with excellent performance based on YOLOv8 algorithm.	cache/fcis-20343.pdf	txt/fcis-20343.txt