Detection of Key Organs in Tomato Based on Deep Migration Learning in a Complex Background

Detection of Key Organs in Tomato Based on Deep Migration Learning in a Complex Background

In the current natural environment, due to the complexity of the background and the high similarity of the color between immature green tomatoes and the plant, the occlusion of the key organs (flower and fruit) by the leaves and stems will lead to low recognition rates and poor generalizations of th...

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Bibliographic Details
Main Authors: Jun Sun, Xiaofei He, Xiao Ge, Xiaohong Wu, Jifeng Shen, Yingying Song
Format: Article
Language:English
Published: MDPI AG 2018-12-01
Series:Agriculture
Subjects:
object detection
tomato organ
K-means clustering
Soft-NMS
migration learning
convolutional neural network
deep learning
Online Access:https://www.mdpi.com/2077-0472/8/12/196

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https://www.mdpi.com/2077-0472/8/12/196

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