HCSL Software Repository

Intelligent Quality

Chatzimichail RA, Hatjimihail AT. Intelligent Quality: A Software Tool for Exploring the Application of Convolutional Neural Networks to Quality Control Samples of Very Small Size. Ver. 1.0.0. Drama: Hellenic Complex Systems Laboratory, 2022

Description

This software tool was developed to explore the application of trained convolutional neural networks to quality control samples of 1-4 measurements and compare them to statistical quality control functions.

Source code

Technical Report

Supplement

Software Requirements

Operating Systems: Microsoft Windows, Linux, Apple iOS

Programming language: Wolfram Language

Software source code file format: Wolfram Notebook

Other software requirements: Wolfram Player (freely available) or Wolfram Mathematica

Recommended system: Intel Core i5 or equivalent CPU and 4GB+ of RAM

Software license: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License