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NTIS 바로가기사물인터넷융복합논문지 = Journal of internet of things and convergence, v.10 no.2, 2024년, pp.103 - 108
박선빈 (국립부경대학교 컴퓨터.인공지능공학부) , 정유정 (국립부경대학교 컴퓨터.인공지능공학부) , 이다은 (국립부경대학교 컴퓨터.인공지능공학부) , 김태국 (국립부경대학교 컴퓨터.인공지능공학부)
In this paper, a smart elevator system was studied using real-time object detection technology based on YOLO(You only look once)v5. When an external elevator button is pressed, the YOLOv5 model analyzes the camera video to determine whether there are people waiting, and if it determines that there a...
S.W.Jeon, D.S.Kim and H.K.Jung, "YOLO-based lane detection system," Journal of the Korea Institute of Information and Communication Engineering, Vol.25, No.3, pp.464-470, 2021.?
YOLO, YOLO: Real-Time Object Detection[Internet], https://pjreddie.com/darknet/yolo.?
S.I.Kim, D.S.Kim and H.K.Jung, "A model to secure storage space for CCTV video files using YOLO v3," Journal of the Korea Society of Computer and Information, Vol.28, No.1, pp.65-70, 2023.?
G.H.Jo, K.M.Hyun and Y.J.Song, "Parallel U-Net Based Semantic Segmentation Method Using Generated Data from YOLO V5," The Journal of Korean Institute of Communications and Information Sciences, Vol.48, No.3, pp.319-326, 2023.?
B.Peng, R.U.Numonov, S.K.Yeo and T.K.Kim, "Implementation of IoT-Based Hydroponic Cultivation System," Journal of Internet of Things and Convergence, Vol.9, No.4, pp.56-69, 2023.?
J.H.Moon, B. Peng, J.H.Kwon and T.K.Kim, "Implementation of Smart Umbrella Stand Based on IoT," Journal of Internet of Things and Convergence, Vol.9, No.1, pp.57-64, 2023.?
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S.B.Park, D.E.Lee, Y.J.Jeong and T.K.Kim, "A Study on the Smart Elevator System for Home Using YOLO," The Korea Multimedia Society Spring conference 2023, Vol.26, No.1, pp.89-91, 2023.?
S.H.Chun, J.H.Choi, Y.J.Kim and S.K.Kang, "Smart Door Implementation Using Jetson Nano-Based OpenCV and Deep Learning," The Journal of Korean Institute of Communications and Information Sciences, Vol.46, No.2, pp.380-387, 2021.?
D.J.Kim, W.S.Choi, S.P.Ju, S.M.Yoo and J.Y.Choi, "Smart Streetlight based on Accident Recognition using Raspberry Pi Camera OpenCV," The Journal of The Korea Institute of Electronic Communication Sciences, Vol.17, No.6, pp.1229-1236, 2022.?
K.W.Lee, S.W.Lee, H.S.Kim and H.K.Jung, "Deep Learning-Based Worker Personal Protective Equipment and Face Identification System," Journal of Knowledge Information Technology and Systems, Vol.17, No.3, pp.385-394, 2022.?
H.K.Bahn, "Efficient Scheduling of Sensor-based Elevator Systems in Smart Buildings," Journal of the Korea Academia-Industrial cooperation Society, Vol.17, No.10, pp.367-372, 2016.?
Github, Glenn Jocher[Internet], https://github.com/ultralytics/ultralytics/
COCO, COCO - Common Objects in Context[Internet], https://cocodataset.org.?
Roboflow, nenona Dataset[Internet], https://universe.roboflow.com.?
D.Lee, S.S.Im and S.O.Choi, "Malicious Traffic Detection Method using LSTM and Sliding Window in MQTT based IoT Environment," The Journal of Korean Institute of Information Technology, Vol.21, No.5, pp.111-120, 2023.?
MQTT, MQTT - The Standard for IoT Messaging[Internet], https://mqtt.org.
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