Machine learning model for predicting the crack detection and pattern recognition of geopolymer concrete beams

•Crack acquisition of experimented geopolymer concrete beams with BFRP & GFRP bars.•Well-equipped image pre-processing python packages used to collect crack patterns.•Automated quality check using machine learning python packages.•Support Vector Machine (SVM) is used to classify the failure patt...

Full description

Bibliographic Details

Published in:	Construction & building materials Vol. 297; p. 123785
Main Authors:	Aravind, N, Nagajothi, S, Elavenil, S
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 23.08.2021
Subjects:	Classifiers Confusion matrix Geopolymer Machine learning Pre-processing Python Classifiers Geopolymer Confusion matrix Pre-processing Machine learning Python
ISSN:	0950-0618, 1879-0526
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!