Table 7 The effect of stems on the counting accuracy of different models
From: Image analysis-based recognition and quantification of grain number per panicle in rice
Model | Rice subspecies type | Stems | Accuracy (%) |
|---|---|---|---|
Linear regression model | Indica rice | Yes | 96.95 |
No | 97.84 | ||
Japonica rice | Yes | 95.48 | |
No | 96.43 | ||
Indica + Japonica rice | Yes | 84.86 | |
No | 87.56 | ||
Deep learning model | Indica rice | Yes | 98.84 |
No | 99.06 | ||
Japonica rice | Yes | 99.36 | |
No | 99.52 | ||
Indica + Japonica rice | Yes | 99.16 | |
Yes | 99.38 |