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DISTRAL: Industrial Process Monitoring for Injection Molding with Distributed Transfer Learning

Beschreibung

We develop a distributed machine learning system to sort out defect plastic parts during production. Main challenge is the transferability of learnt process know-how from case to case; the solution builds on domain adaptation, continual data-centric deep learning and federated edge computing.

Eckdaten

Stellv. Projektleitung

Projektteam

Simone Jana Schwizer, Damian Wildmann, Peng Yan, Paul-Philipp Luley, Dr. Ahmed Abdulkadir

Projektstatus

abgeschlossen, 10/2022 - 03/2025

Institut/Zentrum

Centre for Artificial Intelligence (CAI); Institute of Embedded Systems (InES)

Drittmittelgeber

Innovationsprojekt / Projekt Nr. 62174.1 IP-ENG

Projektvolumen

1'170'000 CHF