SAR (Synthetic Aperture Radar) image feature information restoration method based on distributed training

The invention relates to an SAR image feature information restoration method based on distributed training, and belongs to the technical field of communication. According to the method, model training is performed on a YOLOv5S network by using an open-source SAR image and a correspondingly labeled d...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: LU YING, CAI JINGKUN, LI LUOGANG, BAO NUO, YAN YAN, CHAO LUJING, WU TAIHUI, WANG ZHENYA, GUO FEIRAN, REN JINLEI, GENG KEDA, LI SHANSHAN, ZHENG FANGZHENG
Format: Patent
Sprache:chi ; eng
Schlagworte:
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:The invention relates to an SAR image feature information restoration method based on distributed training, and belongs to the technical field of communication. According to the method, model training is performed on a YOLOv5S network by using an open-source SAR image and a correspondingly labeled data set, a plurality of unmanned aerial vehicle interconnection modes in a scene are used as a distributed scene, a distributed computing interconnection communication network and the trained YOLOv5S network are deployed in an unmanned aerial vehicle intelligent module to obtain the YOLOv5S network meeting requirements, real SAR image data are used as input, and the distributed computing interconnection communication network and the trained YOLOv5S network are used as the distributed scene. Forward propagation is carried out through a YOLOv5S network, and restored SAR image feature information is obtained after output results of all the unmanned aerial vehicle computing nodes are fused. According to the method, the