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智慧农业各种农作物叶子病害检测数据集VOC+YOLO格式9845张86类别

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):9845

标注数量(xml文件个数):9845

标注数量(txt文件个数):9845

标注类别数:86

所在github仓库:firc-dataset

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):["Anthracnose Fruit Rot","Apple Scab Leaf","Apple leaf","Apple rust leaf","Bell_pepper leaf","Bell_pepper leaf spot","Blossom Blight","Blueberry leaf","Cassava_Bacterial_Disease","Cassava_Brown_Leaf_Spot","Cassava_Healthy","Cassava_Mosaic","Cassava_Root_Rot","Cherry leaf","Chili___Anthracnose_fruit","Chili___Bacterial_leaf_spot","Chili___Healthy_fruit","Corn Gray leaf spot","Corn Healthy","Corn Smut","Corn Streak","Corn leaf blight","Corn rust leaf","Corn_Blight","Corn_Brown_Spots","Corn_Cercosporiose","Corn_Charcoal","Corn_Chlorotic_Leaf_Spot","Corn_Healthy","Corn_Insects_Damages","Corn_Mildiou","Corn_Purple_Discoloration","Corn_Rust","Corn_Smut","Corn_Streak","Corn_Stripe","Corn_Violet_Decoloration","Corn_Yellow_Spots","Corn_Yellowing","Eggplant___Colorado_potato_beetle","Eggplant___Fruit_rot","Eggplant___Healthy_fruit","Eggplant___Healthy_leaf","Gray Mold","Leaf Spot","Peach leaf","Potato leaf","Potato leaf early blight","Potato leaf late blight","Potato___Alternaria_solani_leaf","Potato___Common_scab_fruit","Potato___Healthy_fruit","Potato___Healthy_leaf","Potato___Phytopthora_infestans_leaf","Potato___Virus_leaf","Powdery Mildew Fruit","Powdery Mildew Leaf","Raspberry leaf","Soyabean leaf","Squash Powdery mildew leaf","Strawberry leaf","Tomato Early blight leaf","Tomato Septoria leaf spot","Tomato leaf","Tomato leaf bacterial spot","Tomato leaf late blight","Tomato leaf mosaic virus","Tomato leaf yellow virus","Tomato mold leaf","Tomato two spotted spider mites leaf","Tomato_Brown_Spots","Tomato_Leaf_Curling","Tomato_Mildiou","Tomato_Mosaic","Tomato___Anthracnose_fruit","Tomato___Bacterial_spot_leaf","Tomato___Early_blight_leaf","Tomato___Healthy_fruit","Tomato___Healthy_leaf","Tomato___Late_blight_leaf","Tomato___Leaf_mold","Tomato_bacterial_wilt","Tomato_healthy","grape leaf","grape leaf black rot","spider mites"]

每个类别标注的框数:

Anthracnose Fruit Rot(炭疽病果腐)框数 = 6

Apple Scab Leaf(苹果疮痂病叶)框数 = 151

Apple leaf(苹果叶)框数 = 235

Apple rust leaf(苹果锈病叶)框数 = 175

Bell_pepper leaf(甜椒叶)框数 = 304

Bell_pepper leaf spot(甜椒叶斑病)框数 = 244

Blossom Blight(花疫病)框数 = 114

Blueberry leaf(蓝莓叶)框数 = 753

Cassava_Bacterial_Disease(木薯细菌性病害)框数 = 24

Cassava_Brown_Leaf_Spot(木薯褐斑病)框数 = 197

Cassava_Healthy(健康木薯)框数 = 416

Cassava_Mosaic(木薯花叶病)框数 = 1897

Cassava_Root_Rot(木薯根腐病)框数 = 68

Cherry leaf(樱桃叶)框数 = 235

Chili___Anthracnose_fruit(辣椒炭疽病果)框数 = 286

Chili___Bacterial_leaf_spot(辣椒细菌性叶斑病)框数 = 69

Chili___Healthy_fruit(健康辣椒果)框数 = 60

Corn Gray leaf spot(玉米灰斑病)框数 = 74

Corn Healthy(健康玉米)框数 = 2

Corn Smut(玉米黑穗病)框数 = 6

Corn Streak(玉米线条病)框数 = 1

Corn leaf blight(玉米叶枯病)框数 = 352

Corn rust leaf(玉米锈病叶)框数 = 123

Corn_Blight(玉米枯萎病)框数 = 1646

Corn_Brown_Spots(玉米褐斑病)框数 = 220

Corn_Cercosporiose(玉米尾孢叶斑病)框数 = 54

Corn_Charcoal(玉米炭腐病)框数 = 1

Corn_Chlorotic_Leaf_Spot(玉米褪绿叶斑病)框数 = 26

Corn_Healthy(健康玉米)框数 = 150

Corn_Insects_Damages(玉米虫害损伤)框数 = 17

Corn_Mildiou(玉米霜霉病)框数 = 43

Corn_Purple_Discoloration(玉米紫色褪色)框数 = 8

Corn_Rust(玉米锈病)框数 = 42

Corn_Smut(玉米黑穗病)框数 = 7

Corn_Streak(玉米线条病)框数 = 251

Corn_Stripe(玉米条纹病)框数 = 162

Corn_Violet_Decoloration(玉米紫色褪色)框数 = 7

Corn_Yellow_Spots(玉米黄斑病)框数 = 16

Corn_Yellowing(玉米黄化)框数 = 493

Eggplant___Colorado_potato_beetle(茄子-科罗拉多马铃薯甲虫)框数 = 39

Eggplant___Fruit_rot(茄子果腐病)框数 = 157

Eggplant___Healthy_fruit(健康茄子果)框数 = 106

Eggplant___Healthy_leaf(健康茄子叶)框数 = 168

Gray Mold(灰霉病)框数 = 213

Leaf Spot(叶斑病)框数 = 698

Peach leaf(桃叶)框数 = 608

Potato leaf(马铃薯叶)框数 = 11

Potato leaf early blight(马铃薯早疫病叶)框数 = 318

Potato leaf late blight(马铃薯晚疫病叶)框数 = 242

Potato___Alternaria_solani_leaf(马铃薯早疫病叶)框数 = 100

Potato___Common_scab_fruit(马铃薯疮痂病果)框数 = 276

Potato___Healthy_fruit(健康马铃薯果)框数 = 229

Potato___Healthy_leaf(健康马铃薯叶)框数 = 100

Potato___Phytopthora_infestans_leaf(马铃薯晚疫病叶)框数 = 100

Potato___Virus_leaf(马铃薯病毒病叶)框数 = 100

Powdery Mildew Fruit(白粉病果)框数 = 134

Powdery Mildew Leaf(白粉病叶)框数 = 607

Raspberry leaf(覆盆子叶)框数 = 553

Soyabean leaf(大豆叶)框数 = 259

Squash Powdery mildew leaf(南瓜白粉病叶)框数 = 240

Strawberry leaf(草莓叶)框数 = 465

Tomato Early blight leaf(番茄早疫病叶)框数 = 202

Tomato Septoria leaf spot(番茄斑枯病叶)框数 = 403

Tomato leaf(番茄叶)框数 = 391

Tomato leaf bacterial spot(番茄细菌性叶斑病)框数 = 258

Tomato leaf late blight(番茄晚疫病叶)框数 = 216

Tomato leaf mosaic virus(番茄花叶病毒病叶)框数 = 261

Tomato leaf yellow virus(番茄黄化病毒病叶)框数 = 785

Tomato mold leaf(番茄叶霉病叶)框数 = 278

Tomato two spotted spider mites leaf(番茄二斑叶螨侵害叶)框数 = 2

Tomato_Brown_Spots(番茄褐斑病)框数 = 1634

Tomato_Leaf_Curling(番茄卷叶病)框数 = 112

Tomato_Mildiou(番茄霜霉病)框数 = 404

Tomato_Mosaic(番茄花叶病)框数 = 17

Tomato___Anthracnose_fruit(番茄炭疽病果)框数 = 148

Tomato___Bacterial_spot_leaf(番茄细菌性叶斑病叶)框数 = 100

Tomato___Early_blight_leaf(番茄早疫病叶)框数 = 93

Tomato___Healthy_fruit(健康番茄果)框数 = 412

Tomato___Healthy_leaf(健康番茄叶)框数 = 98

Tomato___Late_blight_leaf(番茄晚疫病叶)框数 = 80

Tomato___Leaf_mold(番茄叶霉病)框数 = 95

Tomato_bacterial_wilt(番茄青枯病)框数 = 2

Tomato_healthy(健康番茄)框数 = 279

grape leaf(葡萄叶)框数 = 204

grape leaf black rot(葡萄叶黑腐病)框数 = 111

spider mites(红蜘蛛/叶螨)框数 = 1

总框数:21244

每个类别占有图片数:

Anthracnose Fruit Rot(炭疽病果腐)占有图片数 = 4

Apple Scab Leaf(苹果疮痂病叶)占有图片数 = 88

Apple leaf(苹果叶)占有图片数 = 84

Apple rust leaf(苹果锈病叶)占有图片数 = 86

Bell_pepper leaf(甜椒叶)占有图片数 = 55

Bell_pepper leaf spot(甜椒叶斑病)占有图片数 = 62

Blossom Blight(花疫病)占有图片数 = 71

Blueberry leaf(蓝莓叶)占有图片数 = 106

Cassava_Bacterial_Disease(木薯细菌性病害)占有图片数 = 21

Cassava_Brown_Leaf_Spot(木薯褐斑病)占有图片数 = 178

Cassava_Healthy(健康木薯)占有图片数 = 263

Cassava_Mosaic(木薯花叶病)占有图片数 = 1077

Cassava_Root_Rot(木薯根腐病)占有图片数 = 65

Cherry leaf(樱桃叶)占有图片数 = 55

Chili___Anthracnose_fruit(辣椒炭疽病果)占有图片数 = 72

Chili___Bacterial_leaf_spot(辣椒细菌性叶斑病)占有图片数 = 52

Chili___Healthy_fruit(健康辣椒果)占有图片数 = 60

Corn Gray leaf spot(玉米灰斑病)占有图片数 = 63

Corn Healthy(健康玉米)占有图片数 = 1

Corn Smut(玉米黑穗病)占有图片数 = 6

Corn Streak(玉米线条病)占有图片数 = 1

Corn leaf blight(玉米叶枯病)占有图片数 = 182

Corn rust leaf(玉米锈病叶)占有图片数 = 112

Corn_Blight(玉米枯萎病)占有图片数 = 1105

Corn_Brown_Spots(玉米褐斑病)占有图片数 = 172

Corn_Cercosporiose(玉米尾孢叶斑病)占有图片数 = 30

Corn_Charcoal(玉米炭腐病)占有图片数 = 1

Corn_Chlorotic_Leaf_Spot(玉米褪绿叶斑病)占有图片数 = 26

Corn_Healthy(健康玉米)占有图片数 = 104

Corn_Insects_Damages(玉米虫害损伤)占有图片数 = 17

Corn_Mildiou(玉米霜霉病)占有图片数 = 41

Corn_Purple_Discoloration(玉米紫色褪色)占有图片数 = 8

Corn_Rust(玉米锈病)占有图片数 = 41

Corn_Smut(玉米黑穗病)占有图片数 = 7

Corn_Streak(玉米线条病)占有图片数 = 181

Corn_Stripe(玉米条纹病)占有图片数 = 104

Corn_Violet_Decoloration(玉米紫色褪色)占有图片数 = 6

Corn_Yellow_Spots(玉米黄斑病)占有图片数 = 16

Corn_Yellowing(玉米黄化)占有图片数 = 305

Eggplant___Colorado_potato_beetle(茄子-科罗拉多马铃薯甲虫)占有图片数 = 35

Eggplant___Fruit_rot(茄子果腐病)占有图片数 = 100

Eggplant___Healthy_fruit(健康茄子果)占有图片数 = 100

Eggplant___Healthy_leaf(健康茄子叶)占有图片数 = 100

Gray Mold(灰霉病)占有图片数 = 155

Leaf Spot(叶斑病)占有图片数 = 213

Peach leaf(桃叶)占有图片数 = 110

Potato leaf(马铃薯叶)占有图片数 = 3

Potato leaf early blight(马铃薯早疫病叶)占有图片数 = 114

Potato leaf late blight(马铃薯晚疫病叶)占有图片数 = 101

Potato___Alternaria_solani_leaf(马铃薯早疫病叶)占有图片数 = 100

Potato___Common_scab_fruit(马铃薯疮痂病果)占有图片数 = 100

Potato___Healthy_fruit(健康马铃薯果)占有图片数 = 100

Potato___Healthy_leaf(健康马铃薯叶)占有图片数 = 100

Potato___Phytopthora_infestans_leaf(马铃薯晚疫病叶)占有图片数 = 100

Potato___Virus_leaf(马铃薯病毒病叶)占有图片数 = 100

Powdery Mildew Fruit(白粉病果)占有图片数 = 60

Powdery Mildew Leaf(白粉病叶)占有图片数 = 192

Raspberry leaf(覆盆子叶)占有图片数 = 118

Soyabean leaf(大豆叶)占有图片数 = 62

Squash Powdery mildew leaf(南瓜白粉病叶)占有图片数 = 124

Strawberry leaf(草莓叶)占有图片数 = 91

Tomato Early blight leaf(番茄早疫病叶)占有图片数 = 83

Tomato Septoria leaf spot(番茄斑枯病叶)占有图片数 = 145

Tomato leaf(番茄叶)占有图片数 = 71

Tomato leaf bacterial spot(番茄细菌性叶斑病)占有图片数 = 107

Tomato leaf late blight(番茄晚疫病叶)占有图片数 = 108

Tomato leaf mosaic virus(番茄花叶病毒病叶)占有图片数 = 55

Tomato leaf yellow virus(番茄黄化病毒病叶)占有图片数 = 72

Tomato mold leaf(番茄叶霉病叶)占有图片数 = 84

Tomato two spotted spider mites leaf(番茄二斑叶螨侵害叶)占有图片数 = 2

Tomato_Brown_Spots(番茄褐斑病)占有图片数 = 763

Tomato_Leaf_Curling(番茄卷叶病)占有图片数 = 64

Tomato_Mildiou(番茄霜霉病)占有图片数 = 359

Tomato_Mosaic(番茄花叶病)占有图片数 = 11

Tomato___Anthracnose_fruit(番茄炭疽病果)占有图片数 = 99

Tomato___Bacterial_spot_leaf(番茄细菌性叶斑病叶)占有图片数 = 100

Tomato___Early_blight_leaf(番茄早疫病叶)占有图片数 = 93

Tomato___Healthy_fruit(健康番茄果)占有图片数 = 100

Tomato___Healthy_leaf(健康番茄叶)占有图片数 = 98

Tomato___Late_blight_leaf(番茄晚疫病叶)占有图片数 = 80

Tomato___Leaf_mold(番茄叶霉病)占有图片数 = 95

Tomato_bacterial_wilt(番茄青枯病)占有图片数 = 1

Tomato_healthy(健康番茄)占有图片数 = 141

grape leaf(葡萄叶)占有图片数 = 62

grape leaf black rot(葡萄叶黑腐病)占有图片数 = 60

spider mites(红蜘蛛/叶螨)占有图片数 = 1

图片分辨率:640x640

使用标注工具:labelImg

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

图片预览:

标注例子:

http://www.jsqmd.com/news/417281/

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