Accurate classification of workers’ activity is critical to ensure the safety and productivity of construction projects. Previous studies in this area are mostly focused on building construction … [Read more...] about Integrating Domain Knowledge With Deep Learning Model for Automated Worker Activity Classification in Mobile Work Zones
Deep Learning
Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches
The existing deep learning-based Personal Protective Equipment (PPE) detectors can only detect limited types of PPE and their performance needs to be improved, particularly for their deployment on … [Read more...] about Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches
A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning at the Edge
Real-time object detection is currently used to automate various tasks in industrial environments. One of the most important tasks is to improve the safety of workers by monitoring the correct use of … [Read more...] about A Smart System for Personal Protective Equipment Detection in Industrial Environments Based on Deep Learning at the Edge
Real-Time Monitoring of Work-at-Height Safety Hazards in Construction Sites Using Drones and Deep Learning
The construction field is considered one of the most dangerous industries. Accidents and fatalities take place on a daily basis in construction projects. Globally, different levels of government have … [Read more...] about Real-Time Monitoring of Work-at-Height Safety Hazards in Construction Sites Using Drones and Deep Learning
A Methodology for Scheduling Within-Day Roadway Work Zones Using Deep Neural Networks and Active Learning
City infrastructure agencies routinely implement road projects that address various elements of urban infrastructure. The majority of these projects are short-term in nature (e.g., utility repair), as … [Read more...] about A Methodology for Scheduling Within-Day Roadway Work Zones Using Deep Neural Networks and Active Learning
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