Table 2 List of pests used for classification.
From: Deep learning based agricultural pest monitoring and classification
S.NO | Pest ID | Pest name | Number of images | Number of images after augmentation |
|---|---|---|---|---|
1 | 1 | Rice leaf roller | 148 | 377 |
2 | 2 | Rice leaf caterpillar | 151 | 787 |
3 | 3 | Paddy stem maggot | 84 | 432 |
4 | 4 | Asiatic rice borer | 202 | 574 |
5 | 5 | Yellow rice borer | 150 | 402 |
6 | 6 | Rice gall midge | 246 | 527 |
7 | 7 | Rice Stem Fly | 92 | 348 |
8 | 8 | Brown plant hopper | 434 | 559 |
9 | 9 | White backed plant hopper | 416 | 538 |
10 | 10 | Small brown plant hopper | 302 | 594 |
11 | 11 | Rice water weevil | 394 | 600 |
12 | 12 | Rice leafhopper | 221 | 409 |
13 | 13 | Grain spreader thrips | 109 | 301 |
14 | 14 | Rice shell pest | 123 | 266 |
15 | 16 | Mole cricket | 1138 | 1000 |
16 | 17 | Wireworm | 172 | 395 |
17 | 18 | White margined moth | 33 | 240 |
18 | 19 | Black cutworm | 182 | 405 |
19 | 20 | Large cutworm | 132 | 304 |
20 | 21 | Yellow cutworm | 137 | 297 |
21 | 22 | Red spider | 315 | 507 |
22 | 23 | Corn borer | 284 | 365 |
23 | 24 | Army worm | 116 | 301 |
24 | 25 | Aphids | 2586 | 1000 |
25 | 26 | Potosi Abre vitartis | 347 | 449 |
26 | 27 | Peach borer | 176 | 377 |
27 | 28 | English grain aphid | 421 | 542 |
28 | 29 | Green bug | 195 | 398 |
29 | 30 | Bird cherry-oat aphid | 427 | 550 |
30 | 31 | Wheat blossom midge | 186 | 395 |
31 | 32 | Penthaleus major | 142 | 317 |
32 | 33 | Long legged spider mite | 143 | 320 |
33 | 34 | Wheat phloem thrips | 181 | 385 |
34 | 35 | Wheat sawfly | 142 | 371 |
35 | 36 | Creodonta denticornis | 69 | 189 |
36 | 37 | Beet fly | 63 | 183 |
37 | 38 | Flea beetle | 533 | 688 |
38 | 39 | Cabbage armyworm | 183 | 244 |
39 | 40 | Beet armyworm | 225 | 296 |
40 | 41 | Beet spot flies | 153 | 313 |
41 | 42 | Meadow moth | 164 | 322 |
42 | 43 | Beet weevil | 214 | 473 |
43 | 44 | Sericaorient alismots chulsky | 130 | 363 |
44 | 45 | Alfalfa weevil | 162 | 405 |
45 | 46 | Flax budworm | 387 | 592 |
46 | 47 | Alfalfa plant bug | 442 | 671 |
47 | 48 | Tarnished plant bug | 555 | 779 |
48 | 49 | Locustidae | 940 | 1000 |
49 | 50 | Lytta polita | 451 | 681 |
50 | 51 | Legume blister beetle | 939 | 1000 |
51 | 52 | Blister beetle | 1299 | 1000 |
52 | 53 | Therioaphis maculata Buckton | 104 | 405 |
53 | 54 | Odontothrips loti | 123 | 362 |
54 | 55 | Thrips | 280 | 459 |
55 | 56 | Alfalfa seed chalcid | 115 | 279 |
56 | 57 | Pieris canidia | 328 | 515 |
57 | 58 | Apolygus lucorum | 172 | 411 |
58 | 59 | Limacodidae | 70 | 418 |
59 | 60 | Viteus vitifoliae | 52 | 408 |
60 | 62 | Brevipalpus lewisi McGregor | 38 | 405 |
61 | 63 | Oides decempunctata | 195 | 500 |
62 | 66 | Parathrene regalis | 65 | 405 |
63 | 67 | Ampelophaga | 311 | 493 |
64 | 68 | Lycorma delicatula | 3370 | 1000 |
65 | 69 | Xylotrechus | 779 | 1000 |
66 | 70 | Cicadella viridis | 866 | 1000 |
67 | 71 | Miridae | 2505 | 1000 |
68 | 82 | Nipaecoccus vastator | 1 | 405 |
69 | 83 | Aleurocanthus spiniferus | 60 | 414 |
70 | 84 | Tetradacus c Bactrocera minax | 60 | 429 |
71 | 85 | Dacus dorsalis (Hendel) | 105 | 352 |
72 | 86 | Bactrocera tsuneonis | 35 | 400 |
73 | 87 | Prodenia litura | 149 | 432 |
74 | 90 | Toxoptera citricida | 26 | 420 |
75 | 91 | Toxoptera aurantii | 35 | 420 |
76 | 93 | Scirtothrips dorsalis Hood | 109 | 385 |
77 | 94 | Dasineura sp | 30 | 405 |
78 | 97 | Deporaus marginatus Pascoe | 137 | 374 |
79 | 98 | Chlumetia transversa | 138 | 351 |
80 | 100 | Rhytidodera bowringii white | 312 | 504 |
81 | 101 | Sternochetus frigidus | 110 | 328 |
82 | 102 | Cicadellidae | 724 | 480 |
Total | 28,840 | 39,990 | ||