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YOLOv7 for SAR Ship Detection by Krishna Patel is a document available to read on EtoBox.

What is YOLOv7 for SAR Ship Detection about?

1) The document proposes a deep learning-based ship detection method for synthetic aperture radar (SAR) images using YOLOv7. 2) SAR images have challenges for ship detection like unclear contours, complex backgrounds, and strong scattering. Previous convolutional neural network methods had good results but many missed and false detections. 3) The proposed YOLOv7-based SAR ship detection scheme aims to increase detection speed without reducing accuracy or recall. It is tested on the HRSID and SSDD dataset

Author

Krishna Patel

Language

EN