Abstract: Regarding the current problems of false alarms and missed detections in fire detection, we propose a high-precision fire detection algorithm, YOLOV9-CBM (C3-SE, BiFPN, MPDIoU), by optimizing ...

Therefore, improving the robustness of these models is essential.This paper presents a novel recognition algorithm based on YOLOv5, incorporating BiFPN-SDI, C3-DAttention, and Detect_Efficient to ...

A FLY-TIPPER has been slapped with a £1,000 fixed penalty notice (FPN) after they dumped rubbish near a commercial waste skip in Salisbury. They left the rubbish underneath a CCTV-in-operation sign in ...

Underwater object detection plays a significant role in fisheries resource assessment and ecological environment protection. However, traditional underwater object detection methods struggle to ...

A development version based on FPN.