Current Result Document :
| 한글제목(Korean Title) |
분산처리 환경에서의 다중 카메라 물체인식 시스템 구현 |
| 영문제목(English Title) |
Implementation of a Distributed Multi-Camera Object Recognition System |
| 저자(Author) |
정원근
김종배
최섭
WonGeun Jung
JongBae Kim
Seop Choi
김동규
김원태
황현하
이규중
이혁재
Donggyu Kim
Wontae Kim
Hyunha Hwang
Kyujoong Lee
Hyuk-Jae Lee
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| 원문수록처(Citation) |
VOL 45 NO. 01 PP. 2240 ~ 2241 (2022. 06) |
한글내용
(Korean Abstract) |
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영문내용
(English Abstract) |
It is difficult to implement the distributed multicamera object recognition system due to the limited computing resource of edge devices and network conditions. This paper includes specification of the implemented system, with the solutions to the problems raised during implementation. By utilizing TensorRT, edge selection and network latency hiding, our model achieved 20 FPS speed and 77% accuracy, which is 1.52x faster in terms of FPS and 18% improvement of accuracy, compared with the baseline model. |
| 키워드(Keyword) |
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| 파일첨부 |
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