상세정보
학술대회
A PoC Service of Intelligent Device in the Smart City: Human Detection
- 발행일
- 202110
- 출처
- International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1290-1292
- 협약과제
- 21IR2100, 초대규모(Massive) 실시간 IoT 인프라 및 네트워크 기술 개발 , 박태준
- 초록
- Intelligent services are essential for various services in a smart city. However, it is still difficult to find a perfect example of intelligent services in our real life. Recently, the term artificial intelligence service has been used more than the term intelligent service. However, it is still difficult to find examples of applying artificial intelligence services in the real world due to the minimal performance requirements to run the model smoothly. A technology for lightweighting intelligent models is being developed so that artificial intelligence models can operate even on low-performance devices. If a lightweight intelligent model can be freely used in low-performance devices, many intelligent services suitable for the IoT era will flourish. Therefore, we tried PoC service in a smart city using a lightweight intelligent model mounted on the Raspberry Pi, a low-performance device, and we confirmed the possibility.
- KSP 제안 키워드
- Artificial intelligence models, Human detection, Intelligent models, Real-world, Smart city, intelligence service, intelligent device, intelligent service, performance requirements, raspberry pi