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Work Zone Safety Information Clearinghouse

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Hard Hats

Safety Helmet Detection at Construction Sites Using YOLOv5 and YOLOR

Wearing a helmet is mandatory for workers at construction sites. It is very important for the safety of workers during work. In many scenarios, detecting workers not wearing helmets can prevent … [Read more...] about Safety Helmet Detection at Construction Sites Using YOLOv5 and YOLOR

Safety Helmet Detection System of Smart Construction Site Based on YOLOv5S

Because of the high risk of construction work, the safety of construction personnel have been widely paid attention from all walks of life. Some construction personnel does not obey the rules and … [Read more...] about Safety Helmet Detection System of Smart Construction Site Based on YOLOv5S

Deep Learning-Based Workers Safety Helmet Wearing Detection on Construction Sites Using Multi-Scale Features

Wearing safety helmets can effectively protect the safety of workers on construction sites. However, workers often take off the helmets because of weak security-conscious and discomfort, then hidden … [Read more...] about Deep Learning-Based Workers Safety Helmet Wearing Detection on Construction Sites Using Multi-Scale Features

Wearable, Wireless Identification Sensing Platform: Self-Monitoring Alert and Reporting Technology for Hazard Avoidance and Training (SmartHat)

The construction industry continues to be one of the leading industries for injuries and fatalities throughout the world. Deaths in the United States resulting from construction workers colliding with … [Read more...] about Wearable, Wireless Identification Sensing Platform: Self-Monitoring Alert and Reporting Technology for Hazard Avoidance and Training (SmartHat)

Autonomous Detection System for Non-Hard-Hat Use at Construction Sites Using Sensor Technology

In this study, we present a novel method of detecting hard hat use on construction sites using a modified version of an off-the-shelf wearable device. The data-transmitting node of the device … [Read more...] about Autonomous Detection System for Non-Hard-Hat Use at Construction Sites Using Sensor Technology

Detecting Safety Helmet Wearing on Construction Sites With Bounding-Box Regression and Deep Transfer Learning

Detecting safety helmet wearing in surveillance videos is an essential task for safety management, compliance with regulations, and reducing the death rate from construction industry accidents. … [Read more...] about Detecting Safety Helmet Wearing on Construction Sites With Bounding-Box Regression and Deep Transfer Learning

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