Extraction of Measurement Device Information on an ESP32 Microcontroller: TinyML for Image Processing

Convolutional neural networks (CNNs) have demonstrated outstanding results in various areas of computer vision (CV). This success has led to the possibility of using CV on ever smaller computing devices, giving rise to the research area TinyML, which enables ML tasks on, e.g. resource-constrained mi...

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Vydané v:	Procedia computer science Ročník 246; s. 2002 - 2011
Hlavní autori:	Paul, Jonas, Schmid, Lukas, Klaiber, Marco, Rössle, Manfred
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 2024
Predmet:	Computer Vision ESP32 Image Regression Microcontroller ESP32 Computer Vision Microcontroller Image Regression
ISSN:	1877-0509, 1877-0509
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