Table 2 Basic information of image dataset
From: Image analysis-based recognition and quantification of grain number per panicle in rice
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 | |