数据集说明:数据集内存太大，放百度云盘存储下载,如下载失败可联系本人补发邮箱~~~~~ 数据集格式：Pascal VOC格式+YOLO格式(不包含分割路径的txt文件，仅仅包含jpg图片以及对应的VOC格式xml文件和yolo格式txt文件)

图片数量(jpg文件个数)：18975

标注数量(xml文件个数)：18975

标注数量(txt文件个数)：18975

标注类别数：97

所在github仓库：datasets_sl

标注类别名称(注意yolo格式类别顺序不和这个对应，而以labels文件夹classes.txt为准):["Adristyrannus","Aleurocanthus spiniferus","Ampelophaga","Aphis citricola Vander Goot","Apolygus lucorum","Bactrocera tsuneonis","Beet spot flies","Brevipoalpus lewisi McGregor","Ceroplastes rubens","Chlumetia transversa","Chrysomphalus aonidum","Cicadella viridis","Cicadellidae","Dacus dorsalis","Dasineura sp","Deporaus marginatus Pascoe","Erythroneura apicalis","Icerya purchasi Maskell","Lawana imitata Melichar","Limacodidae","Locustoidea","Lycorma delicatula","Mango flat beak leafhopper","Miridae","Nipaecoccus vastalor","Panonchus citri McGregor","Papilio xuthus","Phyllocnistis citrella Stainton","Pieris canidia","Potosiabre vitarsis","Prodenia litura","Pseudococcus comstocki Kuwana","Rhytidodera bowrinii white","Rice Stemfly","Salurnis marginella Guerr","Scirtothrips dorsalis Hood","Sternochetus frigidus","Tetradacus c Bactrocera minax ","Thrips","Toxoptera aurantii","Toxoptera citricidus","Trialeurodes vaporariorum","Unaspis yanonensis","Xylotrechus","alfalfa plant bug","alfalfa seed chalcid","alfalfa weevil","aphids","army worm","asiatic rice borer","beet army worm","beet fly","beet weevil","bird cherry-oataphid","black cutworm","blister beetle","brown plant hopper","cabbage army worm","cerodonta denticornis","corn borer","english grain aphid","flax budworm","flea beetle","grain spreader thrips","green bug","grub","large cutworm","legume blister beetle","longlegged spider mite","lytta polita","meadow moth","mole cricket","odontothrips loti","oides decempunctata","paddy stem maggot","parathrene regalis","peach borer","penthaleus major","red spider","rice gall midge","rice leaf caterpillar","rice leaf roller","rice leafhopper","rice shell pest","rice water weevil","sericaorient alismots chulsky","small brown plant hopper","tarnished plant bug","therioaphis maculata Buckton","wheat blossom midge","wheat phloeothrips","wheat sawfly","white backed plant hopper","white margined moth","wireworm","yellow cutworm","yellow rice borer"]

每个类别标注的框数：

Adristyrannus 框数 = 133

Aleurocanthus spiniferus 框数 = 148

Ampelophaga 框数 = 279

Aphis citricola Vander Goot 框数 = 8

Apolygus lucorum 框数 = 35

Bactrocera tsuneonis 框数 = 27

Beet spot flies 框数 = 71

Brevipoalpus lewisi McGregor 框数 = 2

Ceroplastes rubens 框数 = 370

Chlumetia transversa 框数 = 60

Chrysomphalus aonidum 框数 = 183

Cicadella viridis 框数 = 206

Cicadellidae 框数 = 2975

Dacus dorsalis 框数 = 131

Dasineura sp 框数 = 22

Deporaus marginatus Pascoe 框数 = 66

Erythroneura apicalis 框数 = 13

Icerya purchasi Maskell 框数 = 290

Lawana imitata Melichar 框数 = 150

Limacodidae 框数 = 224

Locustoidea 框数 = 552

Lycorma delicatula 框数 = 338

Mango flat beak leafhopper 框数 = 13

Miridae 框数 = 1268

Nipaecoccus vastalor 框数 = 46

Panonchus citri McGregor 框数 = 82

Papilio xuthus 框数 = 108

Phyllocnistis citrella Stainton 框数 = 23

Pieris canidia 框数 = 57

Potosiabre vitarsis 框数 = 238

Prodenia litura 框数 = 436

Pseudococcus comstocki Kuwana 框数 = 73

Rhytidodera bowrinii white 框数 = 140

Rice Stemfly 框数 = 28

Salurnis marginella Guerr 框数 = 183

Scirtothrips dorsalis Hood 框数 = 77

Sternochetus frigidus 框数 = 65

Tetradacus c Bactrocera minax 框数 = 58

Thrips 框数 = 48

Toxoptera aurantii 框数 = 28

Toxoptera citricidus 框数 = 22

Trialeurodes vaporariorum 框数 = 112

Unaspis yanonensis 框数 = 546

Xylotrechus 框数 = 157

alfalfa plant bug 框数 = 237

alfalfa seed chalcid 框数 = 20

alfalfa weevil 框数 = 91

aphids 框数 = 1395

army worm 框数 = 216

asiatic rice borer 框数 = 179

beet army worm 框数 = 420

beet fly 框数 = 34

beet weevil 框数 = 157

bird cherry-oataphid 框数 = 125

black cutworm 框数 = 317

blister beetle 框数 = 1013

brown plant hopper 框数 = 117

cabbage army worm 框数 = 266

cerodonta denticornis 框数 = 27

corn borer 框数 = 440

english grain aphid 框数 = 310

flax budworm 框数 = 434

flea beetle 框数 = 384

grain spreader thrips 框数 = 20

green bug 框数 = 72

grub 框数 = 676

large cutworm 框数 = 176

legume blister beetle 框数 = 476

longlegged spider mite 框数 = 64

lytta polita 框数 = 270

meadow moth 框数 = 100

mole cricket 框数 = 877

odontothrips loti 框数 = 65

oides decempunctata 框数 = 176

paddy stem maggot 框数 = 25

parathrene regalis 框数 = 31

peach borer 框数 = 254

penthaleus major 框数 = 72

red spider 框数 = 168

rice gall midge 框数 = 95

rice leaf caterpillar 框数 = 130

rice leaf roller 框数 = 190

rice leafhopper 框数 = 119

rice shell pest 框数 = 36

rice water weevil 框数 = 153

sericaorient alismots chulsky 框数 = 100

small brown plant hopper 框数 = 54

tarnished plant bug 框数 = 365

therioaphis maculata Buckton 框数 = 5

wheat blossom midge 框数 = 25

wheat phloeothrips 框数 = 108

wheat sawfly 框数 = 146

white backed plant hopper 框数 = 78

white margined moth 框数 = 60

wireworm 框数 = 532

yellow cutworm 框数 = 209

yellow rice borer 框数 = 82

总框数：22282

每个类别占有图片数：

Adristyrannus 占有图片数 = 133

Aleurocanthus spiniferus 占有图片数 = 60

Ampelophaga 占有图片数 = 279

Aphis citricola Vander Goot 占有图片数 = 6

Apolygus lucorum 占有图片数 = 35

Bactrocera tsuneonis 占有图片数 = 25

Beet spot flies 占有图片数 = 69

Brevipoalpus lewisi McGregor 占有图片数 = 2

Ceroplastes rubens 占有图片数 = 65

Chlumetia transversa 占有图片数 = 60

Chrysomphalus aonidum 占有图片数 = 50

Cicadella viridis 占有图片数 = 206

Cicadellidae 占有图片数 = 2936

Dacus dorsalis 占有图片数 = 115

Dasineura sp 占有图片数 = 22

Deporaus marginatus Pascoe 占有图片数 = 64

Erythroneura apicalis 占有图片数 = 12

Icerya purchasi Maskell 占有图片数 = 158

Lawana imitata Melichar 占有图片数 = 128

Limacodidae 占有图片数 = 105

Locustoidea 占有图片数 = 533

Lycorma delicatula 占有图片数 = 338

Mango flat beak leafhopper 占有图片数 = 13

Miridae 占有图片数 = 1265

Nipaecoccus vastalor 占有图片数 = 28

Panonchus citri McGregor 占有图片数 = 43

Papilio xuthus 占有图片数 = 99

Phyllocnistis citrella Stainton 占有图片数 = 23

Pieris canidia 占有图片数 = 56

Potosiabre vitarsis 占有图片数 = 203

Prodenia litura 占有图片数 = 413

Pseudococcus comstocki Kuwana 占有图片数 = 51

Rhytidodera bowrinii white 占有图片数 = 138

Rice Stemfly 占有图片数 = 28

Salurnis marginella Guerr 占有图片数 = 172

Scirtothrips dorsalis Hood 占有图片数 = 75

Sternochetus frigidus 占有图片数 = 64

Tetradacus c Bactrocera minax 占有图片数 = 46

Thrips 占有图片数 = 47

Toxoptera aurantii 占有图片数 = 22

Toxoptera citricidus 占有图片数 = 17

Trialeurodes vaporariorum 占有图片数 = 105

Unaspis yanonensis 占有图片数 = 31

Xylotrechus 占有图片数 = 157

alfalfa plant bug 占有图片数 = 227

alfalfa seed chalcid 占有图片数 = 20

alfalfa weevil 占有图片数 = 82

aphids 占有图片数 = 879

army worm 占有图片数 = 206

asiatic rice borer 占有图片数 = 166

beet army worm 占有图片数 = 413

beet fly 占有图片数 = 34

beet weevil 占有图片数 = 146

bird cherry-oataphid 占有图片数 = 67

black cutworm 占有图片数 = 300

blister beetle 占有图片数 = 935

brown plant hopper 占有图片数 = 111

cabbage army worm 占有图片数 = 246

cerodonta denticornis 占有图片数 = 26

corn borer 占有图片数 = 424

english grain aphid 占有图片数 = 130

flax budworm 占有图片数 = 410

flea beetle 占有图片数 = 345

grain spreader thrips 占有图片数 = 20

green bug 占有图片数 = 27

grub 占有图片数 = 436

large cutworm 占有图片数 = 153

legume blister beetle 占有图片数 = 435

longlegged spider mite 占有图片数 = 59

lytta polita 占有图片数 = 244

meadow moth 占有图片数 = 98

mole cricket 占有图片数 = 869

odontothrips loti 占有图片数 = 65

oides decempunctata 占有图片数 = 134

paddy stem maggot 占有图片数 = 25

parathrene regalis 占有图片数 = 31

peach borer 占有图片数 = 241

penthaleus major 占有图片数 = 71

red spider 占有图片数 = 160

rice gall midge 占有图片数 = 93

rice leaf caterpillar 占有图片数 = 114

rice leaf roller 占有图片数 = 174

rice leafhopper 占有图片数 = 117

rice shell pest 占有图片数 = 36

rice water weevil 占有图片数 = 153

sericaorient alismots chulsky 占有图片数 = 81

small brown plant hopper 占有图片数 = 52

tarnished plant bug 占有图片数 = 348

therioaphis maculata Buckton 占有图片数 = 3

wheat blossom midge 占有图片数 = 24

wheat phloeothrips 占有图片数 = 91

wheat sawfly 占有图片数 = 138

white backed plant hopper 占有图片数 = 78

white margined moth 占有图片数 = 49

wireworm 占有图片数 = 424

yellow cutworm 占有图片数 = 194

yellow rice borer 占有图片数 = 81

图片分辨率：多分辨率图片,如448x248,296x221等

使用标注工具：labelImg

数据集是否增强：否

标注规则：对类别进行画矩形框

重要说明：数据集没有划分训练验证测试集需自行划分

特别声明：本数据集不对训练的模型或者权重文件精度作任何保证