Identification of Asbestos Slates in Buildings Based on Faster Region-Based Convolutional Neural Network (Faster R-CNN) and Drone-Based Aerial Imagery

Identification of Asbestos Slates in Buildings Based on Faster Region-Based Convolutional Neural Network (Faster R-CNN) and Drone-Based Aerial Imagery

Asbestos is a class 1 carcinogen, and it has become clear that it harms the human body. Its use has been banned in many countries, and now the investigation and removal of installed asbestos has become a very important social issue. Accordingly, many social costs are expected to occur, and an effici...

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Bibliographic Details
Main Authors: Dong-Min Seo, Hyun-Jung Woo, Min-Seok Kim, Won-Hwa Hong, In-Ho Kim, Seung-Chan Baek
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Drones
Subjects:
aerial imagery
asbestos slate
drone
faster region-based convolutional neural network (Faster R-CNN)
Online Access:https://www.mdpi.com/2504-446X/6/8/194

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