A UAV Based Concrete Crack Detection and Segmentation Using 2-Stage Convolutional Network with Transfer Learning

A UAV Based Concrete Crack Detection and Segmentation Using 2-Stage Convolutional Network with Transfer Learning

This study explores a non-destructive testing (NDT) method for crack detection using a two-stage convolutional neural network (CNN) model, incorporating a combination of AlexNet and YOLO models through transfer learning. Crack detection is pivotal for assessing structural integrity and ensuring time...

Full description

Bibliographic Details
Main Authors: Joses Sorilla, Timothy Scott C. Chu, Alvin Y. Chua
Format: Article
Language:English
Published: Ital Publication 2024-09-01
Series:HighTech and Innovation Journal
Subjects:
computer vision
2-stage cnn
crack detection
crack segmentation
transfer learning
unmanned aerial vehicles (uav).
Online Access:https://hightechjournal.org/index.php/HIJ/article/view/852

Internet

https://hightechjournal.org/index.php/HIJ/article/view/852

Similar Items