YOLO-based Solar Burst Identification

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A deep-learning-based module using the YOLO architecture for the automatic detection and classification of type III solar radio bursts.

Why It Matters

This specific application of YOLO to identify type III solar radio bursts in dynamic spectrograms is a novel system component for space weather monitoring.

Evidence

The identifier is based on a YOLO (You Only Look Once) architecture and is trained on synthetic type III radio bursts

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