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Willian de Souza Felisberto

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Conference Aug 2026

Embedded TinyML for Driver Drowsiness Detection

Driver drowsiness is a relevant road-safety risk. This paper presents the deployment of a TinyML image classifier on the Seeed Studio XIAO ESP32-S3 Sense. A convolutional neural network was trained on the Driver Drowsiness Dataset using Edge Impulse, quantized to INT8 and integrated into an Arduino firmware. Float32 an...

Willian de Souza Felisberto, R. Marcelino · 0 citations

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