Concept of Easy-to-use Versatile Artificial Intelligence in Industrial Small & Medium-sized Enterprises

Publikation: Bidrag til bog/antologi/rapportKonferenceartikel i proceeding

Abstract

In this paper, we present the concept of what we call AI-Box.
This concept is targeting small and medium-sized enterprises within the
industrial sector. It aims to bring some of the technologies from Industry
4.0 to these industries, with the use of easy-to-use and versatile implementation. Preliminary experiments have been conducted at Aalborg
University and an industrial partner to solve the problem of detecting
slip-sheets, which would be too costly with regular vision techniques.
Moreover, different CNNs were tested to find the best general suited
architecture. Our results show that it is possible to solve the problem,
and with the use of augmented data, the performance can be improved.
For future work, deep learning models to address temperature, vibration,
and sound should be implemented.
OriginalsprogEngelsk
Titel30th International Conference on Flexible Automation and Intelligent Manufacturing International Conference
Antal sider12
ForlagElsevier
StatusAccepteret/In press - 2021

Citationsformater

Hansen, E. B., Iftikhar, N., & Bøgh, S. (Accepteret/In press). Concept of Easy-to-use Versatile Artificial Intelligence in Industrial Small & Medium-sized Enterprises. I 30th International Conference on Flexible Automation and Intelligent Manufacturing International Conference Elsevier.