Research Article
A Novel Computer Vision Model for Medicinal Plant Identification Using Log-Gabor Filters and Deep Learning Algorithms
| Plant leaf | ACC | F1 | TPR | FPR | PPV |
| 1 | 1 | 1 | 1 | 0 | 1 | 2 | 0.99592 | 0.90909 | 1 | 0.00417 | 0.83333 | 3 | 0.99796 | 0.94118 | 1 | 0.00207 | 0.88889 | 4 | 1 | 1 | 1 | 0 | 1 | 5 | 0.99796 | 0.96552 | 1 | 0.0021 | 0.93333 | 6 | 1 | 1 | 1 | 0 | 1 | 7 | 1 | 1 | 1 | 0 | 1 | 8 | 1 | 1 | 1 | 0 | 1 | 9 | 1 | 1 | 1 | 0 | 1 | 10 | 1 | 1 | 1 | 0 | 1 | 11 | 1 | 1 | 1 | 0 | 1 | 12 | 1 | 1 | 1 | 0 | 1 | 13 | 0.99388 | 0.89655 | 0.8125 | 0 | 1 | 14 | 0.99796 | 0.90909 | 0.83333 | 0 | 1 | 15 | 1 | 1 | 1 | 0 | 1 | 16 | 1 | 1 | 1 | 0 | 1 | 17 | 1 | 1 | 1 | 0 | 1 | 18 | 1 | 1 | 1 | 0 | 1 | 19 | 1 | 1 | 1 | 0 | 1 | 20 | 0.99592 | 0.875 | 1 | 0.00414 | 0.77778 | 21 | 1 | 1 | 1 | 0 | 1 | 22 | 0.99796 | 0.92308 | 0.85714 | 0 | 1 | 23 | 1 | 1 | 1 | 0 | 1 | 24 | 1 | 1 | 1 | 0 | 1 | 25 | 1 | 1 | 1 | 0 | 1 | 26 | 1 | 1 | 1 | 0 | 1 | 27 | 1 | 1 | 1 | 0 | 1 | 28 | 1 | 1 | 1 | 0 | 1 | 29 | 1 | 1 | 1 | 0 | 1 | 30 | 1 | 1 | 1 | 0 | 1 | 31 | 1 | 1 | 1 | 0 | 1 | 32 | 0.99796 | 0.94118 | 1 | 0.00207 | 0.88889 | 33 | 0.99796 | 0.95652 | 0.91667 | 0 | 1 | 34 | 1 | 1 | 1 | 0 | 1 | 35 | 1 | 1 | 1 | 0 | 1 | 36 | 0.99592 | 0.9 | 1 | 0.00416 | 0.81818 | 37 | 1 | 1 | 1 | 0 | 1 | 38 | 0.99796 | 0.97143 | 0.94444 | 0 | 1 | 39 | 1 | 1 | 1 | 0 | 1 | 40 | 1 | 1 | 1 | 0 | 1 | 41 | 1 | 1 | 1 | 0 | 1 | 42 | 1 | 1 | 1 | 0 | 1 | 43 | 1 | 1 | 1 | 0 | 1 | 44 | 1 | 1 | 1 | 0 | 1 | 45 | 0.99592 | 0.88889 | 0.8 | 0 | 1 | 46 | 1 | 1 | 1 | 0 | 1 | 47 | 1 | 1 | 1 | 0 | 1 | 48 | 1 | 1 | 1 | 0 | 1 | 49 | 1 | 1 | 1 | 0 | 1 |
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