Comparing energy consumption of EdgeML methods
Bachelor Thesis:
- Choose an exemplary problem and compare the energy consumption of methods published in Microsoft's EdgeML repository on an Arduino https://github.com/microsoft/EdgeML
Master thesis:
- Select several datasets and compare the energy consumption and other metrics of the methods published in Microsoft's EdgeML repository on an Arduino https://github.com/microsoft/EdgeML (for outstanding performance, other methods should also be considered).
Hardware will be provided by the chair.
(!) (!) (!) (!) Disclaimer (!) (!) (!)
The repository is not perfect (e.g. https://github.com/microsoft/EdgeML/issues/251) - the thesis may involve making modifications to the repository, so you should not be afraid to code.