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AI-Driven Hotspot Detection in Solar Panels
Ground Truth
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Prediction
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Detection Parameters
Confidence Threshold
Confidence Threshold determines how certain the model must be to report a detection. Higher values (closer to 1) mean the model will only show detections it's very confident about, resulting in fewer but more reliable detections. Lower values may show more detections but include more potential false positives.
0.40
0
1
IoU Threshold
IoU (Intersection over Union) Threshold controls the overlap required between detection boxes. Higher values (closer to 1) require more overlap for the model to remove duplicate detections, potentially showing more separate hotspots. Lower values will merge detection boxes that have less overlap, resulting in fewer final detections.
0.45
0.1
0.9