Flow chart of training and testing based on transfer learning.

<p>Flow chart of training and testing based on transfer learning.</p>

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Bibliographic Details
Main Author:	Yan Sun (22436) (author)
Other Authors:	Bo Yin (681235) (author)
Published:	2024
Subjects:	Science Policy Space Science Biological Sciences not elsewhere classified Information Systems not elsewhere classified suppressing irrelevant information rich positional information 5 reached 85 small underwater targets different underwater environments complex underwater environment showing significant improvement object detection map highlighting key details feature learning process performance improvement compared original yolov5 architecture poor recognition performance newly proposed ccw model &# 8217 achieved detection accuracy classic yolov5 algorithm underwater detection key improvement recognition accuracy yolov5 algorithm generalization performance feature extraction detection ability unclear features thereby reducing study made sonar images significantly enhancing receptive field noise interference mechanism expands local machine improved model important role extract features coordinate convolution comparative experiments 54 fps 3 %,
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