MbedML: A Machine Learning Project for Embedded Systems

This article describes the tasks being carried out within the framework of a research and development project on machine learning techniques and algorithms applied to small devices. It includes a brief review of the available technologies, online development platforms, work methodology and open sour...

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Detalles Bibliográficos
Autores principales: Estrebou, César Armando, Fleming, Martín, Saavedra, Marcos David, Adra, Federico
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2021
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Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/125142
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Descripción
Sumario:This article describes the tasks being carried out within the framework of a research and development project on machine learning techniques and algorithms applied to small devices. It includes a brief review of the available technologies, online development platforms, work methodology and open source software for the implementation of solutions. Experiments carried out on a proper implementation of an inference algorithm for convolutional neural networks are also presented with interesting preliminary results regarding existing implementations.