FPGA Implementation of a Convolutional Neural Network and Its Application for Pollen Detection upon Entrance to the Beehive

The condition of a bee colony can be predicted by monitoring bees upon hive entrance. The presence of pollen grains gives beekeepers significant information about the well-being of the bee colony in a non-invasive way. This paper presents a field-programmable-gate-array (FPGA)-based pollen detector...

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Bibliographic Details

Published in:	Agriculture
Main Authors:	Tomyslav Sledevič, Artūras Serackis, Darius Plonis
Format:	Article
Language:	English
Published:	MDPI AG 2022-11-01
Subjects:	convolutional neural network (CNN) field-programmable gate array (FPGA) pollen detection
Online Access:	https://www.mdpi.com/2077-0472/12/11/1849