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. 2022 Sep 9;13:991191. doi: 10.3389/fpls.2022.991191

Table 2.

Segmentation results of different models.

Model Accuracy (%) F1-score (%) MIOU (%) Time (ms) Parameters (106)
SegNet 99.47 71.24 77.51 251.33 31.82
FCN 99.68 82.68 85.3 204.83 26.37
U-Net 99.69 83.76 86.14 245.17 31.06
Modified U-Net 99.72 85.59 87.53 192.50 3.14