Research Article
FCN Network-Based Weed and Crop Segmentation for IoT-Aided Agriculture Applications
Table 7
Comparison between FCN (16/23) and FCN (26/13) from pattern 2 for weed pixels.
| # | Weed (%) | | | | | | |
| 1 | 9.94 | 57.66 | — | 76.75 | — | 49.06 | — | 2 | 8.19 | 76.99 | — | 70.76 | — | 58.37 | — | 3 | 6.76 | 72.88 | — | 60.82 | — | 49.58 | — | 4 | 6.77 | 86.73 | — | 71.17 | — | 64.13 | — | 5 | 8.1 | 89.45 | — | 82.13 | — | 74.79 | — | 6 | 8.77 | 85.6 | — | 75.11 | — | 66.63 | — | 7 | 4.97 | 90.66 | — | 63.24 | — | 59.32 | — | 8 | 4.94 | 83.61 | — | 73.44 | — | 64.15 | — | 9 | 5.66 | 93.08 | — | 69.57 | — | 66.09 | — | 10 | 5.15 | 88.19 | — | 67.07 | — | 61.49 | — | 11 | 6.78 | 93.23 | — | 58.06 | — | 55.67 | — | 12 | 4.73 | 92.93 | — | 64.02 | — | 61 | — | 13 | 5.85 | 81.65 | 87.89 | 35.44 | 43.29 | 32.82 | 40.84 | 14 | 4.1 | 86.57 | 86.74 | 58.52 | 58.42 | 53.62 | 53.6 | 15 | 3.32 | 81.8 | 80.71 | 70.65 | 68.29 | 61.01 | 58.67 | 16 | 3.86 | 51.65 | 64.43 | 42.54 | 53.21 | 30.45 | 41.13 | 17 | 3.75 | 38.38 | 50.48 | 23.13 | 31.9 | 16.91 | 24.33 | 18 | 3.25 | 60.09 | 67.33 | 21.1 | 23.1 | 18.52 | 20.79 | 19 | 1.78 | 57.51 | 48.81 | 20.96 | 26.85 | 18.17 | 20.98 | 20 | 0.83 | 4.37 | 8.45 | 5.1 | 12.48 | 2.48 | 5.37 | 21 | 1.1 | 48.82 | 27.96 | 40.6 | 42.04 | 28.5 | 20.22 | 22 | 4.25 | 63.95 | 57.69 | 51.59 | 54.96 | 39.97 | 39.18 | 23 | 10.9 | 90.02 | 89.24 | 50.31 | 52.85 | 47.62 | 49.65 | 24 | 12.92 | 88.57 | 86.54 | 58.54 | 56.1 | 54.4 | 51.57 | | 4.84 | 73.52 | 63.02 | 54.61 | 43.63 | 47.28 | 35.53 | | 4.66 | 62.78 | 63.02 | 39.87 | 43.63 | 33.71 | 35.53 |
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