Deep Learning-Based Steel Bridge Corrosion Segmentation and Condition Rating Using Mask RCNN and YOLOv8

Deep Learning-Based Steel Bridge Corrosion Segmentation and Condition Rating Using Mask RCNN and YOLOv8

The application of deep learning (DL) algorithms has become of great interest in recent years due to their superior performance in structural damage identification, including the detection of corrosion. There has been growing interest in the application of convolutional neural networks (CNNs) for co...

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Bibliographic Details
Main Authors: Zahra Ameli, Shabnam Jafarpoor Nesheli, Eric N. Landis
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Infrastructures
Subjects:
deep learning
instance segmentation
corrosion condition rating
bridge inspection
YOLOv8
Mask RCNN
Online Access:https://www.mdpi.com/2412-3811/9/1/3

Internet

https://www.mdpi.com/2412-3811/9/1/3

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