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Quantitative results of segmentation performance of FCN for 2017 dataset reported for each growth stage.
| Growth Stage | GA | MA | Spike Accuracy | MIoU | Spike IoU |
|---|---|---|---|---|---|
| Middle/late booting (GS43-47) | 93.22 | 60.75 | 28.0 | 49.0 | 3.0 |
|
| |||||
| Heading (GS51-59) | 91.3 | 77.7 | 61.1 | 64.1 | 37.4 |
|
| |||||
| Flowering (GS61-69) | 89.0 | 80.0 | 66.0 | 69.4 | 51.14 |
|
| |||||
| Grain filling (GS71-73) | 88.24 | 80.0 | 55.03 | 68.0 | 50.0 |
|
| |||||
| Mean | 90.12 | 76.0 | 57.0 | 64.30 | 40.0 |
