In this project, you will develop a vision-based human safety and assistance detection system for a public train station in the context of Automatic Train Operation (ATO). While there are many specialized algorithms concerned with fall detection, few approaches provide a comprehensive detection of safety critical events in public spaces that extend to the general detection of injuries, assistive needs and social violence. To develop such a system, you are working hands-on with an experimental setup with stereocameras and LiDARs here in CITEC.
Your tasks will be to:
- Farmiliarize yourself with the sensor setup and play around with existing models for human safety
- Train a model to detect a broad range of safety critical events
- Optionally perform camera-LiDAR fusion to enhance detection performance
Rhythmus | Tag | Uhrzeit | Format / Ort | Zeitraum |
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Modul | Veranstaltung | Leistungen | |
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39-Inf-WP-CIT-x Kognitive Interaktionstechnologie (Schwerpunkt) | Vertiefendes Projekt | Studieninformation | |
- | benotete Prüfungsleistung | Studieninformation | |
39-Inf-WP-KI-x Künstliche Intelligenz (Schwerpunkt) | Vertiefendes Projekt | Studieninformation | |
- | benotete Prüfungsleistung | Studieninformation | |
39-M-Inf-AI-app-foc Applied Artificial Intelligence (focus) | Applied Artificial Intelligence (focus): Projekt | Studieninformation | |
- | unbenotete Prüfungsleistung | Studieninformation | |
39-M-Inf-ASE-app-foc Applied Autonomous Systems Engineering (focus) | Applied Autonomous Systems Engineering (focus): Projekt | Studieninformation | |
- | unbenotete Prüfungsleistung | Studieninformation | |
39-M-Inf-INT-app-foc Applied Interaction Technology (focus) | Applied Interaction Technology (focus): Projekt | Studieninformation | |
- | unbenotete Prüfungsleistung | Studieninformation |
Die verbindlichen Modulbeschreibungen enthalten weitere Informationen, auch zu den "Leistungen" und ihren Anforderungen. Sind mehrere "Leistungsformen" möglich, entscheiden die jeweiligen Lehrenden darüber.