Peaches Detection Using a Deep Learning Technique - A Contribution to Yield Estimation, Resources Management, and Circular Economy

Fruit detection is crucial for yield estimation and fruit picking system performance. Many state-of-the-art methods for fruit detection use convolutional neural networks (CNNs). This paper presents the results for peach detection by applying a faster R-CNN framework in images captured from an outdoo...

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Detalhes bibliográficos
Autor principal: Assunção, Eduardo Timóteo (author)
Outros Autores: Gaspar, Pedro Dinis (author), Mesquita, Ricardo (author), Simões, Maria Paula (author), Ramos, António (author), Proença, H. (author), Inácio, Pedro R. M. (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Texto completo:http://hdl.handle.net/10400.6/12133
País:Portugal
Oai:oai:ubibliorum.ubi.pt:10400.6/12133