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Accurately Identifying Sound vs. Rotten Cranberries Using Convolutional Neural Network

Cranberries, native to North America, are known for their nutritional value and human health benefits. One hurdle to commercial production is losses due to fruit rot. Cranberry fruit rot results from a complex of more than ten filamentous fungi, challenging breeding for resistance. Nonetheless, our...

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Principais autores: Sayed Mehedi Azim, Austin Spadaro, Joseph Kawash, James Polashock, Iman Dehzangi
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2024-11-01
coleção:Information
Assuntos:
agricultural image analysis
convolutional neural network
fruit rot classification
hyperspectral imaging
machine learning
OpenCV
Acesso em linha:https://www.mdpi.com/2078-2489/15/11/731
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