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.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Augmented Reality System and Maintenance of Oil Pumps

Qualification of employees who operate technological processes directly influences the safety of production. However, the employees’’ qualification cannot completely exclude human factor. Today, there are many technologies that can minimize or eliminate human factor impact on production safety ensuring. The augmented reality technology is an example of this technology. Nowadays, the augmented r...

متن کامل

Markerless Augmented Reality Using Image Mosaics

Augmented reality is a powerful tool for delivering spatially coherent information to a user moving in a known environment. Accurate and reliable pose estimation is the key to success. Many approaches track reference objects into the scene but as the environment grows larger more objects need to be tracked leading to computationally intensive methods. Instead, we propose a practical approach th...

متن کامل

Augmented Reality based on Image Processing

Augmented Reality is hot trend in mobile industry, allowing addition of external data on top of camera input. Augmented Reality is used in areas such as gaming, navigation, tourism, and education in full interest. Using Digital image processing algorithms and computer vision different iPhone and android applications are created. Our concept is much like what we see and what our brain understand...

متن کامل

Interactive Image Based Lighting in Augmented Reality

Our work focuses on using Image Based Lighting in Augmented Reality applications. In our application the real environment has immidiate effects on the virtual objects. It is possible for us to render reflective objects and see our own reflection in the objects, updated 30 times per second. Moreover the virtual objects cast soft shadows on the real floor and on each other. The virtual shadows re...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Fire Science and Engineering

سال: 2023

ISSN: ['1738-7167', '2508-6804']

DOI: https://doi.org/10.7731/kifse.05a96a47