An Instance Segmentation Model for Strawberry Diseases Based on Mask R-CNN

An Instance Segmentation Model for Strawberry Diseases Based on Mask R-CNN

Plant diseases must be identified at the earliest stage for pursuing appropriate treatment procedures and reducing economic and quality losses. There is an indispensable need for low-cost and highly accurate approaches for diagnosing plant diseases. Deep neural networks have achieved state-of-the-ar...

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Bibliographic Details
Main Authors: Usman Afzaal, Bhuwan Bhattarai, Yagya Raj Pandeya, Joonwhoan Lee
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Sensors
Subjects:
instance segmentation
smart farming
convolutional neural network
strawberry disease detection
Mask R-CNN
Online Access:https://www.mdpi.com/1424-8220/21/19/6565

Internet

https://www.mdpi.com/1424-8220/21/19/6565

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