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...