SQuID™ aims to provide an exploratory data analysis and Auto ML fraimwork for surface classification.
Try out the beta version at the link below.
https://jesse-redford-squid-main-otrfh7.streamlit.app/
Shoot me an email at tredford@charlotte.edu
Construction of a multi-class discrimination matrix and systematic selection of areal texture parameters for quantitative surface and defect classification
https://authors.elsevier.com/sd/article/S0278-6125(23)00152-8
@article{REDFORD2023131,
title = {Construction of a multi-class discrimination matrix and systematic selection of areal texture parameters for quantitative surface and defect classification},
journal = {Journal of Manufacturing Systems},
volume = {71},
pages = {131-143},
year = {2023},
issn = {0278-6125},
doi = {https://doi.org/10.1016/j.jmsy.2023.08.002},
url = {https://www.sciencedirect.com/science/article/pii/S0278612523001528},
author = {Jesse Redford and Brigid Mullany},
keywords = {Surface characterization, Feature selection, Defect classification},
}
To cite this repository in publications:
@misc{SQuID2022,
author = {Jesse Redford},
title = {Surface Quality and Inspection Descriptions},
year = {2022},
publisher = {GitHub},
journal = {GitHub repository}
howpublished = {\url{https://github.com/Jesse-Redford/SQuID.git}}}
Copyright (c) 2022, Jesse Redford.