Fire Detection
Description
Fire detection is a tool that allows the user to detect fire and smoke. Enabling early detection and alerting systems aiding in timely response and mitigation of fire incidents.
Settings
NMS Threshold
The NMS threshold is the minimum threshold for non-maximum suppression. Non-maximum suppression is a technique used to reduce the number of bounding boxes by removing the ones that overlap too much with other bounding boxes. A lower NMS threshold will result in fewer bounding boxes, but with potentially higher accuracy, whereas a higher threshold will result in more bounding boxes, but with lower accuracy.
For examples see Object Detection - NMS Threshold.
Confidence Threshold
The confidence threshold is the minimum confidence score a detection should have to be considered valid. Detections with confidence scores below this threshold will be discarded. A higher confidence threshold will result in fewer detections, but with higher accuracy, whereas a lower threshold will result in more detections, but with potentially lower accuracy.
For examples see Object Detection - Confidence Threshold.
Display Results
Overlay Results
Whether to draw the results on top of the image frame.