Tool Tracking
Project leader:
Project members:
Start date: 1. February 2019
End date: 31. December 2020
Funding source: Fraunhofer Society
Abstract
Even in highly automated production, many work processes need to be performed manually. Technicians need to be vigilant if production work processes are to run smoothly. When dealing with individualized products, information on the work to be done can change regularly. And when that happens, it is important that tools are used correctly to ensure both quality as well as the safety of technicians.
For more details, please visit the Fraunhofer IIS information page for this project.
Publications
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Recipes for Post-training Quantization of Deep Neural Networks
6th Workshop on Energy Efficient Machine Learning and Cognitive Computing (EMC^2) (Virtual (from San Jose, California), 5. December 2020 - 5. December 2020)
Open Access: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
URL: https://www.emc2-ai.org/assets/docs/virtual-20/emc2-virtual20-paper-8.pdf
BibTeX: Download - , , , , , , , , :
Automated Quality Assurance for Hand-held Tools via Embedded Classification and AutoML
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD) (Virtual (Ghent, Belgium), 14. September 2020 - 18. September 2020)
DOI: 10.1007/978-3-030-67670-4_33
BibTeX: Download - , :
IALE: Imitating Active Learner Ensembles
In: Journal of Machine Learning Research 23 (2022), p. 1-29
ISSN: 1532-4435
URL: http://jmlr.org/papers/v23/21-0387.html
BibTeX: Download - , , , :
A Sense of Quality for Augmented Reality Assisted Process Guidance
International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) (Ipojuca, Pernambuco, 9. November 2020 - 13. November 2020)
In: IEEE Proc. International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2020
DOI: 10.1109/ISMAR-Adjunct51615.2020.00046
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