Image-Based Inspection System of Firefighting Facilities Using Augmented Reality
نویسندگان
چکیده
With the rapid development of digital-based industrial structures, construction industry is also rapidly adopting smart-based technologies and unmanned automation, leading to an increase in new buildings. To protect against fire, disasters, other emergency situations, installing firefighting facilities mandatory , continuous management required. However, owing buildings, installation increasing, but manpower manage inspect these lacking. In this paper, a technical improvement plan proposed for existing analog method facility inspection. By combining deep learning algorithm augmented reality, fire protection inspection system developed inspections are performed through wearable devices. train object detection model, we built dataset five types facilities. The trained YOLO v4 model achieved performance accuracy 93.6%. expected perform more convenient reliable help with safety by enabling both professionals general public learn about systems self-inspections.
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ژورنال
عنوان ژورنال: Fire Science and Engineering
سال: 2023
ISSN: ['1738-7167', '2508-6804']
DOI: https://doi.org/10.7731/kifse.05a96a47