农作物叶片病害检测数据集VOC+YOLO格式2558张30类别

作品简介

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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):2558

标注数量(xml文件个数):2558

标注数量(txt文件个数):2558

标注类别数:30

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):["Apple Scab Leaf","Apple leaf","Apple rust leaf","Bell_pepper leaf","Bell_pepper leaf spot","Blueberry leaf","Cherry leaf","Corn Gray leaf spot","Corn leaf blight","Corn rust leaf","Peach leaf","Potato leaf","Potato leaf early blight","Potato leaf late blight","Raspberry leaf","Soyabean leaf","Soybean 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","grape leaf","grape leaf black rot"]

每个类别标注的框数:

Apple Scab Leaf(苹果疮痂病叶)框数 = 171,占有图片数 = 93  

Apple leaf(苹果叶)框数 = 247,占有图片数 = 91  

Apple rust leaf(苹果锈病叶)框数 = 178,占有图片数 = 88  

Bell_pepper leaf(甜椒叶)框数 = 323,占有图片数 = 61  

Bell_pepper leaf spot(甜椒叶斑病)框数 = 263,占有图片数 = 71  

Blueberry leaf(蓝莓叶)框数 = 838,占有图片数 = 114  

Cherry leaf(樱桃叶)框数 = 239,占有图片数 = 57  

Corn Gray leaf spot(玉米灰斑病)框数 = 76,占有图片数 = 65  

Corn leaf blight(玉米叶枯病)框数 = 368,占有图片数 = 190  

Corn rust leaf(玉米锈病叶)框数 = 127,占有图片数 = 116  

Peach leaf(桃叶)框数 = 614,占有图片数 = 111  

Potato leaf(马铃薯叶)框数 = 11,占有图片数 = 3  

Potato leaf early blight(马铃薯早疫病叶)框数 = 318,占有图片数 = 114  

Potato leaf late blight(马铃薯晚疫病叶)框数 = 245,占有图片数 = 104  

Raspberry leaf(覆盆子叶)框数 = 556,占有图片数 = 119  

Soyabean leaf(大豆叶)框数 = 266,占有图片数 = 65  

Soybean leaf(大豆叶)框数 = 15,占有图片数 = 1  

Squash Powdery mildew leaf(南瓜白粉病叶)框数 = 256,占有图片数 = 132  

Strawberry leaf(草莓叶)框数 = 492,占有图片数 = 96  

Tomato Early blight leaf(番茄早疫病叶)框数 = 212,占有图片数 = 88  

Tomato Septoria leaf spot(番茄斑枯病叶)框数 = 426,占有图片数 = 148  

Tomato leaf(番茄叶)框数 = 400,占有图片数 = 73  

Tomato leaf bacterial spot(番茄细菌性叶斑病叶)框数 = 280,占有图片数 = 113  

Tomato leaf late blight(番茄晚疫病叶)框数 = 218,占有图片数 = 110  

Tomato leaf mosaic virus(番茄花叶病叶)框数 = 261,占有图片数 = 55  

Tomato leaf yellow virus(番茄黄化病叶)框数 = 801,占有图片数 = 74  

Tomato mold leaf(番茄叶霉病叶)框数 = 295,占有图片数 = 92  

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

grape leaf(葡萄叶)框数 = 220,占有图片数 = 69  

grape leaf black rot(葡萄叶黑腐病)框数 = 133,占有图片数 = 64  

总框数:8851  

图片分辨率:多分辨率图片,如4320x3240,320x320等

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

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