Research Article
FCN Network-Based Weed and Crop Segmentation for IoT-Aided Agriculture Applications
Table 6
Comparison between FCN (16/23) from pattern 1 and FCN (16/23) from pattern 2 for weed pixels.
| # | Weed (%) | | | | | | |
| 1 | 9.94 | 70.11 | 57.66 | 38.62 | 76.75 | 33.16 | 49.06 | 2 | 8.19 | 81.84 | 76.99 | 32.95 | 70.76 | 30.7 | 58.37 | 3 | 6.76 | 91.79 | 72.88 | 31.95 | 60.82 | 31.05 | 49.58 | 4 | 6.77 | 74.96 | 86.73 | 48.33 | 71.17 | 41.61 | 64.13 | 5 | 8.1 | 94.19 | 89.45 | 41.45 | 82.13 | 40.4 | 74.79 | 6 | 8.77 | 88.35 | 85.6 | 50.71 | 75.11 | 47.5 | 66.63 | 7 | 4.97 | 87.49 | 90.66 | 39.04 | 63.24 | 36.97 | 59.32 | 8 | 4.94 | 73.57 | 83.61 | 46.08 | 73.44 | 39.53 | 64.15 | 9 | 5.66 | 98.4 | 93.08 | 39.45 | 69.57 | 39.17 | 66.09 | 10 | 5.15 | 88.69 | 88.19 | 43.7 | 67.07 | 41.38 | 61.49 | 11 | 6.78 | 96.01 | 93.23 | 44.83 | 58.06 | 43.99 | 55.67 | 12 | 4.73 | 84.93 | 92.93 | 39.68 | 64.02 | 37.06 | 61 | 13 | 5.85 | 95.55 | 81.65 | 38.55 | 35.44 | 37.85 | 32.82 | 14 | 4.1 | 87.21 | 86.57 | 31.01 | 58.52 | 29.66 | 53.62 | 15 | 3.32 | 80.65 | 81.8 | 43.11 | 70.65 | 39.06 | 61.01 | 16 | 3.86 | 51.47 | 51.65 | 18.59 | 42.54 | 15.85 | 30.45 | 17 | 3.75 | 46.79 | 38.38 | 14.26 | 23.13 | 12.3 | 16.91 | 18 | 3.25 | 85.45 | 60.09 | 25.18 | 21.1 | 24.14 | 18.52 | 19 | 1.78 | 25.95 | 57.51 | 3.69 | 20.96 | 3.36 | 18.17 | 20 | 0.83 | 11.14 | 4.37 | 5.09 | 5.1 | 3.68 | 2.48 | 21 | 1.1 | 35.14 | 48.82 | 17.55 | 40.6 | 13.3 | 28.5 | 22 | 4.25 | 75.28 | 63.95 | 27.04 | 51.59 | 24.84 | 39.97 | 23 | 10.9 | 92.53 | 90.02 | 30.29 | 50.31 | 29.56 | 47.62 | 24 | 12.92 | 76.28 | 88.57 | 30.17 | 58.54 | 27.58 | 54.4 | | 4.84 | 74.74 | 73.52 | 32.55 | 54.61 | 30.15 | 47.28 |
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