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Di Xu

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Proceedings Article | 4 March 2024 Paper

Design of an intelligent medication delivery robot based on CNN and OpenCV

Yue Zhang, Di Xu

Proceedings Volume 12981, 129815Z (2024) https://doi.org/10.1117/12.3014833

KEYWORDS: Education and training, Detection and tracking algorithms, Data modeling, Design and modelling, Sensors

Read Abstract +

Intelligent healthcare has become one of the highly regarded fields in the medical industry in China, and intelligent medication delivery devices are an important component within this domain. Intelligent medication delivery devices can prevent delays in medication delivery caused by human errors, improve work efficiency, and ensure quality of service. Particularly during the pandemic, these devices can effectively reduce the risk of infection among healthcare personnel. This paper presents the design of an intelligent medication delivery device based on CNN and OpenCV. The device utilizes a Raspberry Pi 3B+ as the main control unit and incorporates hardware modules such as five-channel grayscale sensors. The device employs the Dijkstra algorithm to determine the shortest path, utilizes OpenCV for image processing, and utilizes CNN for digit recognition. The device simulates medication delivery tasks within hospital wards. Through multiple tests, the device has consistently demonstrated efficient completion of medication delivery tasks.

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