AMIR
Active Multimodal Interaction Recognition framework
Overview
AMIR framework for combining video and network traffic data for robust activity recognition in smart home environments.
Features
- Independent model training for video and network data
- Meta-learning framework for prediction combination
- Active learning to reduce labeled data requirements
- Support for various smart home devices
Resources
- Website: amir-vidnet.github.io
- GitHub: github.com/amir-vidnet
- Paper: ACM UbiComp
Applications
- Smart home automation
- Elder care monitoring
- Security and safety monitoring
- Activity-based services