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Enhancing automotive products with TinyML and MEMS sensors: a preliminary approach

Sousa, Lídia; Silva, Rui; Peixoto, Hugo; Melo-Pinto, Pedro; Costa, André; Melo, César; Delgado, Pedro; Fukuda, Vitor; Machado, José Manuel

The Tiny Machine Learning (TinyML) research field has seen exponential growth in recent years, mostly due to advances in the usage of IoT devices and microcontrollers. Despite major challenges related to hardware constraints, TinyML has been expanding the scope of applications in several domains, with the automotive industry taking special interest in these models for their potential to enhance existing Advance...

Date: 2025   |   Origin: RepositóriUM - Universidade do Minho
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