Inspection of Materials Dimensions Using Webcam in the Conveyor System

Krishna Kumar M., Siddharth N., Soundara Rajan V., Venkatachalam G.

2025

Abstract

Measuring material dimensions in real time is a crucial component of the technological industry revolution. In industrial applications, the ability to discern material and its dimensions from pictures and videos may be highly valuable. Conveyor systems are used to transfer most materials in industries. In a conveyor system, material identification and dimensioning is a particularly challenging task. Every day, scientists and engineers put a lot of effort into developing machine learning and deep learning algorithms that will enable robots to comprehend and learn, outperforming humans at tasks. The machine learning model used to detection of material and its dimension from the pictures. The raspberry pi and pi camera used to capture the high-quality picture of the material on the conveyor system. The machine learning model build with help of python programming language. The material image taken from the conveyor system using webcam and processed through the image processing library like OpenCV and TensorFlow. The embedded system techniques and machine learning approaches are playing important role in this concept. The existing techniques for detecting materials and their dimensions in a variety of industrial applications are the main topic of this review article. The techniques and their achievements are compared.

Paper Citation

in Harvard Style

M. K., N. S., V. S. and G. V. (2025). Inspection of Materials Dimensions Using Webcam in the Conveyor System. In Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25; ISBN 978-989-758-777-1, SciTePress, pages 234-241. DOI: 10.5220/0013911100004919

in Bibtex Style

@conference{icrdicct`2525,
author={Krishna M. and Siddharth N. and Soundara V. and Venkatachalam G.},
title={Inspection of Materials Dimensions Using Webcam in the Conveyor System},
booktitle={Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25},
year={2025},
pages={234-241},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013911100004919},
isbn={978-989-758-777-1},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Research and Development in Information, Communication, and Computing Technologies - ICRDICCT`25
TI - Inspection of Materials Dimensions Using Webcam in the Conveyor System
SN - 978-989-758-777-1
AU - M. K.
AU - N. S.
AU - V. S.
AU - G. V.
PY - 2025
SP - 234
EP - 241
DO - 10.5220/0013911100004919
PB - SciTePress