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. 2019 Oct 31;15:122. doi: 10.1186/s13007-019-0510-0

Table 2.

Basic information of image dataset

Image acquisition method Panicle shape Indica rice Japonica rice Total
Yangliangyou No. 6 Fengyou xiangzhan Wuyunjing No. 27 Nanjing No. 9108
Original image data
 Camera A 45 45 45 45 180
B 45 45 45 45 180
C 45 45 45 45 180
 Scanner A 45 45 45 45 180
B 45 45 45 45 180
C 45 45 45 45 180
Linear regression training data
 Camera B 40 40 40 40 160
C 45 45 45 45 180
 Scanner B 40 40 40 40 160
C 45 45 45 45 180
Linear regression validation data
 Camera B 25 25 25 25 100
C 25 25 25 25 100
 Scanner B 25 25 25 25 100
C 25 25 25 25 100
Deep learning training and validation data
 Camera B 5 5 5 5 20
C 5 5 5 5 20
 Scanner B 10 10 10 10 40
C 10 10 10 10 40
Deep learning testing data
 Camera B 25 25 25 25 100
C 25 25 25 25 100
 Scanner B 25 25 25 25 100
C 25 25 25 25 100