Plataforma Web para el Procesamiento y la Gestión de Datos e Imágenes de Sensores en Aplicaciones AIoT e IoT

Abstract

Abstract: In the following curricular integration project, a web platform was developed to facilitate the processing and management of data and images from sensors, aimed at optimizing and expanding the capabilities of applications in the fields of Artificial Intelligence of Things (AIoT) and the Internet of Things (IoT). An analysis of cloud computing was conducted, including its characteristics, providers, and a comparison between leading providers. Amazon Web Services was selected to design the infrastructure that supports image decompression and subsequent super-resolution using a Machine Learning model. The web application was then designed to observe the results by implementing a back end with Python and a front end with React, which were robustly implemented to provide a positive user experience. This web application had an initial prototype and was subsequently optimized before finally being implemented in the cloud infrastructure, ensuring secure data transmission and efficient deployment in controlled and real-world environments to measure its efficiency and availability.