Fruit recognition from images using deep learning

Fruit recognition from images using deep learning

In this paper we introduce a new, high-quality, dataset of images containing fruits. We also present the results of some numerical experiment for training a neural network to detect fruits. We discuss the reason why we chose to use fruits in this project by proposing a few applications that could us...

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Bibliographic Details
Main Authors: Mureşan Horea, Oltean Mihai
Format: Article
Language:English
Published: Sciendo 2018-08-01
Series:Acta Universitatis Sapientiae: Informatica
Subjects:
deep learning
object recognition
computer vision
fruits dataset
image processing
68t45
Online Access:https://doi.org/10.2478/ausi-2018-0002
Description
Summary:In this paper we introduce a new, high-quality, dataset of images containing fruits. We also present the results of some numerical experiment for training a neural network to detect fruits. We discuss the reason why we chose to use fruits in this project by proposing a few applications that could use such classifier.
ISSN:2066-7760

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