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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Bibliographic Details

Published in:	Procedia computer science Vol. 246; pp. 2002 - 2011
Main Authors:	Paul, Jonas, Schmid, Lukas, Klaiber, Marco, Rössle, Manfred
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 2024
Subjects:	Computer Vision ESP32 Image Regression Microcontroller ESP32 Computer Vision Microcontroller Image Regression
ISSN:	1877-0509, 1877-0509
Online Access:	Get full text
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