WebSep 5, 2024 · In order to overcome the problems of object detection in complex scenes based on the YOLOv4-tiny algorithm, such as insufficient feature extraction, low accuracy, and low recall rate, an improved YOLOv4-tiny safety helmet-wearing detection algorithm SCM-YOLO is proposed. Firstly, the Spatial Pyramid Pooling (SPP) structure is added after … WebHelmet Violation Detection. Detect people without helmets using AI-based helmet violation detection technology. In various job environments wearing helmets is mandatory, such as …
A Novel YOLO Based Safety Helmet Detection in Intelligent
WebFor construction sites in high-risk industries such as the construction industry, wearing a helmet can minimize head injuries. Aiming at the low detection accuracy of the existing detection algorithms for wearing helmets, and the detection of small objects in complex and dense scenes is prone to false detection and missed detection, an improved helmet … WebDetecting safety helmet wearing in surveillance videos is an essential task for safety management, compliance with regulations, and reducing the death rate from construction … how to send jpg file to email
Sensors Free Full-Text Workshop Safety Helmet Wearing Detection …
WebApr 22, 2024 · Object detectors based on convolutional neural networks (CNNs) have been widely deployed in industrial production for safety detection to guarantee the security … WebMay 10, 2024 · The detector can locate the faces of the people on a frame and classify them into the categories of “helmet” and “no helmet”. Given that for a specific person on a video, … WebIn order to overcome the problems of object detection in complex scenes based on the YOLOv4-tiny algorithm, such as insufficient feature extraction, low accuracy, and low recall rate, an improved YOLOv4-tiny safety helmet-wearing detection algorithm SCM-YOLO is proposed. Firstly, the Spatial Pyramid Pooling (SPP) structure is added after the backbone … how to send json file to api