Image augmentation for object detection of grapevines

Machine Learning methods are widely used for data analysis in various areas. In this work we use Neural Networks for image analysis in order to detect grape fruit clusters. A set of manually tagged images is built and a comparison is made between different data augmentation techniques in order to an...

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Detalles Bibliográficos
Autores principales: Parlanti, Tatiana Sofía, Lobos, Alejandro Martín, Moyano, Luis G., Millan, Emmanuel N.
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2020
Materias:
Ciencias Informáticas
Machine learning
Neural networks
Deep learning
Object detection
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/113261
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata

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