Fast Counting Method of Soybean Seeds Based on Density Estimation and VGG-Two

In order to count soybean seeds quickly and accurately, improve the speed of seed test and the level of soybean breeding, a method of soybean seed counting based on VGG-Two (VGG-T) was developed in this research. Firstly, in view of the lack of available image dataset in the field of soybean seed co...

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Detalhes bibliográficos
Main Authors: WANG Ying, LI Yue, WU Tingting, SUN Shi, WANG Minjuan
Formato: Artigo
Idioma:Inglês
Publicado em: Editorial Office of Smart Agriculture 2021-12-01
Colecção:智慧农业
Assuntos:
convolutional neural network
seed counting
seed image
point labeling
density map
vgg-two
breeding
Acesso em linha:http://www.smartag.net.cn/article/2021/2096-8094/2096-8094-2021-3-4-111.shtml
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