Benchmarking Deep Learning models and hyperparameters for Bridge Defects Classification

Deep learning (DL) is becoming increasingly popular in numerous application fields within the current Fourth Industrial Revolution (4IR) era. This is mainly due to its capability for providing accurate predictions and reliable consistency in decision-making. Bridge engineering focused on structure m...

Full description

Bibliographic Details

Published in:	Procedia computer science Vol. 219; pp. 345 - 353
Main Authors:	Shahrabadi, Somayeh, Gonzalez, Dibet, Sousa, Nuno, Adão, Telmo, Peres, Emanuel, Magalhães, Luís
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2023
Subjects:	Benchmarking Bridge Defects Inspection Convolutional Neural Networks Deep Learning Learning Rate Objective Function Optimization Transfer Learning Transfer Learning Objective Function Optimization Learning Rate Benchmarking Bridge Defects Inspection Convolutional Neural Networks Deep Learning
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!