From: Automatic estimation of heading date of paddy rice using deep learning
Validation dataset | No. of images | Sliding window | Precision | Recall | F1-score | ||||
---|---|---|---|---|---|---|---|---|---|
Dimensions | Stride | [19] | CNN | [19] | CNN | [19] | CNN | ||
Kinmaze | 15 | \(140\, \times \,140\) | 140 | 0.81 | 0.96 | 0.73 | 0.68 | 0.77 | 0.80 |
Kamenoo | 15 | \(160\, \times \,160\) | 140 | 0.67 | 0.84 | 0.61 | 0.71 | 0.64 | 0.77 |
Koshihikari-1 | 15 | \(160\, \times \,160\) | 150 | 0.72 | 0.80 | 0.65 | 0.70 | 0.68 | 0.70 |
Koshihikari-2 | 15 | \(160\, \times \,160\) | 150 | 0.72 | 0.84 | 0.73 | 0.75 | 0.72 | 0.79 |
Koshihikari-3 | 15 | \(160\, \times \,160\) | 150 | 0.74 | 0.89 | 0.69 | 0.71 | 0.71 | 0.79 |