Frugal Artificial Intelligence in Resource-limited environments

FAIRe aims to develop resource-limited AI for embedded systems, cyber-physical systems, and edge devices. The development approach should extend comprehensively from the application layer to the physical layer. The project will therefore investigate aspects of quantization, network optimization, and precision adaptation. System performance is measured by the ability of all abstraction layers to work together efficiently and to learn continuously, which will be demonstrated by means of a human-machine interaction.

Duration: 01.11.2023 till 31.10.2026
Donee: German Research Center for Artificial Intelligence GmbH & University of Bremen
Sponsor: Federal Ministry of Education and Research
Grant number: Funded by the Federal Ministry of Education and Research with grant no 01IS23074.
Application Field: Agricultural Robotics
Assistance- and Rehabilitation Systems
Electric Mobility
Logistics, Production and Consumer
SAR- & Security Robotics
Underwater Robotics
Space Robotics

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last updated 04.01.2024