Green Sweet Pepper Fruit and Peduncle Detection Using Mask R-CNN in Greenhouses

Green Sweet Pepper Fruit and Peduncle Detection Using Mask R-CNN in Greenhouses

In this paper, a mask region-based convolutional neural network (Mask R-CNN) is used to improve the performance of machine vision in the challenging task of detecting peduncles and fruits of green sweet peppers (<i>Capsicum annuum</i> L.) in greenhouses. One of the most complicated stage...

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Bibliographic Details
Main Authors: Jesús Dassaef López-Barrios, Jesús Arturo Escobedo Cabello, Alfonso Gómez-Espinosa, Luis-Enrique Montoya-Cavero
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
green sweet pepper
peduncle
fruit detection
Mask R-CNN
instance segmentation
Online Access:https://www.mdpi.com/2076-3417/13/10/6296

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