Short description:
Motivation: Event-based signaling and processing promise increased energy efficiency (human brain as paragon).
Goal: Exploring and designing spiking neural network models for increasing the efficiency of the Human Activity Recognition task. Used Methods are:
• Use the DAVIS346 Human Action Recognition Dataset to train the SNN.
• Explore and design SNN models.
• Set up a demonstrator using a DVS camera.
Required skills:
• Python,
• Deep Learning,
• Computer Vision
In case this would not find enough interest for a team project, this project proposal would be also offered (in reduced/modified form)
• an individual project
• a project for only 2 students
Rhythmus | Tag | Uhrzeit | Format / Ort | Zeitraum |
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Modul | Veranstaltung | Leistungen | |
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39-M-Inf-GP Grundlagenprojekt Intelligente Systeme | weiteres Projekt | unbenotete Prüfungsleistung
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Studieninformation |
Die verbindlichen Modulbeschreibungen enthalten weitere Informationen, auch zu den "Leistungen" und ihren Anforderungen. Sind mehrere "Leistungsformen" möglich, entscheiden die jeweiligen Lehrenden darüber.