METHOD FOR DETECTING INFRARED SHIP TARGET BASED ON IMPROVED YOLOV7
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United States of America
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Issued Date -
Mar 6, 2025
app pub date -
Nov 28, 2023
filing date -
Nov 28, 2023
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Abstract
A method for detecting an infrared ship target based on an improved YOLOv7 is provided, including the following steps: obtaining an infrared maritime ship data set; reforming a YOLOv7 network structure based on an MobileNetv3 network and a bidirectional weighted feature pyramid network, and obtaining an infrared ship target detection model by introducing an attention mechanism and an optimized loss function; training and verifying the infrared ship target detection model based on the infrared maritime ship data set to obtain the infrared ship target detection model trained; and detecting a maritime ship based on the infrared ship target detection model trained.
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