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. 2017 Dec 17;17(12):2930. doi: 10.3390/s17122930

Table 1.

Comparison of the approach by Bonesmo et al. [11] and the obtained results of FCN-8s on simulated images. Our results are presented when using all 195 plant samples (100%) to simulate clover grass images and when using only 25% of the samples. IoU: intersection over union. F.w: frequency weighted.

Method Trained Plant Samples Pixel Accuracy Mean IoU F.w. IoU
Bonesmo et al. [11] - 65.5 34.3 47.9
FCN-8s 25% 82.2 62.4 70.7
FCN-8s 100% 83.4 65.5 71.7