Designing Future Precision Agriculture: Detection of Seeds Germination Using Artificial Intelligence on a Low-Power Embedded System

Artificial Intelligence (AI) has been recently applied to a number of sensing scenarios for realizing the prediction, control and/or recognition tasks. However, its integration to embedded systems is still limited. We propose a low-power sensing system with the AI on board with a special focus on th...

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Veröffentlicht in:	IEEE sensors journal 2019-12, Vol.19 (23), p.11573-11582
Hauptverfasser:	Shadrin, Dmitrii, Menshchikov, Alexander, Ermilov, Dmitry, Somov, Andrey
Format:	Artikel
Sprache:	eng
Schlagworte:	Agriculture Artificial intelligence Artificial neural networks computer vision Containers Datasets embedded sensing Embedded systems Germination Graphics processing units Image detection Internet of Things machine learning Meteorology Object recognition Seeds Sensors smart agriculture Smart sensing
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