Target Detection and Image Enhancement for Underwater Environment: Research on Improving YOLOv7

Aiming at the common low accuracy and efficiency problems in underwater target detection, this paper designs an innovative algorithm based on the YOLOv7 framework. The core of the research lies in enhancing the feature extraction capability of the model, optimizing the feature expression of the mode...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Yang Luo, Wen Feng
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Image enhancement YOLOv7 underwater target detection deep learning
Online Access:	https://ieeexplore.ieee.org/document/10896666/