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What is Enhanced Yolov3 for Ship Detection about?

The document presents a modified Yolov3 deep learning network for ship detection using visible and infrared images, aimed at enhancing port management efficiency. The modified architecture improves detection accuracy and processing speed, achieving a mean average precision of 93.2% and processing 104 frames per second while reducing computational complexity. The study demonstrates the effectiveness of the proposed method through experimental results on a self-built dataset of 5557 images from various ship t

Author

sktxuyxa2004

Language

EN