id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
ajst-23537	Zhao, Yingjun; Rodelas, Nelson C.	Enhanced Small Target Detection Methodology via Optimized YOLOv8 Framework	2024	5	.pdf	application/pdf	4403	203	36	Introduction to Attention Mechanism The attention mechanism serves as a pivotal method in enhancing the learning capabilities of network models by discerning the significance of input data. This paper takes YOLOv8 model as the cornerstone of research, and conducts in-depth optimization and exploration on its loss function, network structure and feature extraction mechanism, aiming at significantly improving the model's ability to identify small targets.	cache/ajst-23537.pdf	txt/ajst-23537.txt