FPGA Algorithm Implementation for Parasitic Analysis

An efficient parasite control reduces significant losses in the agribusiness, but current methods involve costs and delays. Therefore, the development of a portable device to automates this task is proposed. This work presents a hardware implementation of an automatic parasite egg counting algorithm...

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Autores principales: Rombolá, Guido, Leiva, Lucas, Vázquez, Martín, Toloza, Juan, Sagües, Federica, Saumell, Carlos
Formato: Artículo publishedVersion
Lenguaje:Español
Publicado: FIUBA 2022
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Acceso en línea:http://elektron.fi.uba.ar/index.php/elektron/article/view/149
http://repositoriouba.sisbi.uba.ar/gsdl/cgi-bin/library.cgi?a=d&c=elektron&d=149_oai
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Sumario:An efficient parasite control reduces significant losses in the agribusiness, but current methods involve costs and delays. Therefore, the development of a portable device to automates this task is proposed. This work presents a hardware implementation of an automatic parasite egg counting algorithm using high-level synthesis. The results demonstrate the feasibility of the implementation, with an 87% accuracy operating at a rate of up to 65 frames per second and an occupation of LUTs less than 45%, considering two commercial kits (PYNQ-Z1 and ULTRA96V2).