Research on marine flexible biological target detection based on improved YOLOv8 algorithm

• Published in: PeerJ. Computer science Vol. 10; p. e2271
• Main Authors: Tian, Yu, Liu, Yanwen, Lin, Baohang, Li, Peng
• Format: Journal Article
• Language: English
• Published: United States PeerJ. Ltd 22.08.2024; PeerJ Inc
• Subjects: Algorithms; Algorithms and Analysis of Algorithms; Artificial Intelligence; CLAHE; Computer Vision; Data Mining and Machine Learning; Improved YOLOv8; Marine flexible biological targets; Neural Networks; Target detection; Marine flexible biological targets; Improved YOLOv8; CLAHE; Target detection

To address the challenge of suboptimal object detection outcomes stemming from the deformability of marine flexible biological entities, this study introduces an algorithm tailored for detecting marine flexible biological targets. Initially, we compiled a dataset comprising marine flexible biologica...