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Classification of Avocado Using Deep Learning

Show simple item record Abu Alqumboz, Mohammed N. 2020-02-14T15:16:05Z 2020-02-14T15:16:05Z 2020
dc.description.abstract Avocado is the fruit of the avocado tree, scientifically known as Persia Americana. This fruit is prized for its high nutrient value and is added to various dishes due to its good flavor and rich texture. It is the main ingredient in guacamole. These days, the avocado has become an incredibly popular food among health-conscious individuals. It’s often referred to as a superfood, which is not surprising given its health properties. Using a public dataset of 1,234 images of Avocado collected under controlled conditions, we trained a deep convolutional neural network to identify tow type of avocado. The trained model achieved an accuracy of 99.84% on a held-out test set, demonstrating the feasibility of this approach. Overall, the approach of training deep learning models on increasingly large and publicly available image datasets presents a clear path toward types of avocado. en_US
dc.language.iso en_US en_US
dc.subject Deep Learning en_US
dc.subject Artificial Intelligence en_US
dc.subject Avocado en_US
dc.title Classification of Avocado Using Deep Learning en_US
dc.type Article en_US

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