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A Novel Advanced Algorithm in Automation of Food and Health Monitoring System using IOT

Pattem Sampath Kumar, J. Vijayasree, K. Saikumar, Mohammed Ayad Alkhafaji, Ahmed J. Obaid, Sajad Ali Zearah

发表年份
2023
引用次数
7

摘要

Food is one of the essential factors in human growth and development. The recent results of the internet of things and robots have already shown the beginnings of a new food monitorization. Automation in the restaurants and food sector did not originate technically, so humanoid-related IoT platforms are necessary. In this research, an advanced monitoring algorithm for the automation of food & health system performs using the (IoT). The suggested system develop using food quality sensing devices. Each detector was equipped with the above qualities and connected using breadboards and relay boards. There is tremendous fear and motivation in the thought that there may not be enough food to go around as the human population expands exponentially. To construct a monitoring system that can identify the presence of people, gases, and temperature differences, we employed website creation in combination with the (IoT). The designed application has attained a sensitivity of 97.53%, an accuracy of 98.83%, a recall of 97.98%, and a detection rate of 98.91%. The implemented technology is beneficial to researchers and society. The proposed IoT-based automation of food & health monitoring system compete with present technology and outperforms the methodology.

关键词

AutomationComputer scienceInternet of ThingsConstruct (python library)PopulationPrecision and recallAlgorithmEmbedded systemArtificial intelligenceEngineering

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