| Issue |
MATEC Web Conf.
Volume 370, 2022
2022 RAPDASA-RobMech-PRASA-CoSAAMI Conference - Digital Technology in Product Development - The 23rd Annual International RAPDASA Conference joined by RobMech, PRASA and CoSAAMI
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|---|---|---|
| Article Number | 07003 | |
| Number of page(s) | 8 | |
| Section | Pattern Recognition | |
| DOI | https://doi.org/10.1051/matecconf/202237007003 | |
| Published online | 01 December 2022 | |
Assembly Line Quality Assurance Through Hand Tracking and Object Detection
Council for Scientific and Industrial Research, South Africa
* Corresponding author: windyseipati@hotmail.com
This work presents a vision-based quality assurance system that does assembly line monitoring. The system is developed using machine learning hand tracking and object detection methods to monitor the worker’s hand movement while evaluating the correctness of the assembly. Feedback about the order of the steps the worker has taken is continuously shown to the user. This work has the potential to reduce the amount of manual work required for quality assurance in assembly line.
© The Authors, published by EDP Sciences, 2022
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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