该数据集对苹果叶片常见的病害进行了标注,有苹果锈病、苹果黑星病、苹果马氏斑病、苹果黑腐病、苹果斑点落叶病,并且为了对比,还标注了健康的苹果叶片(leafhealthy)和不健康的苹果叶片(leafunhealthy)。可以直接用于yolo各版本目标检测训练。
已经对数据集进行划分,训练集(1657张)、验证集(458张),共计2115张。
里面有图片、txt、xml格式文件
nc: 8
names: ["leafunhealthy","disease-rust","disease-apple scab","disease-Marssonina blotch","leafhealthy","unknown","disease-black rot","disease-Alternaria leaf spot"]
下载方式:123不限速网盘/百度网盘
标注的数量情况分布如下:
分类名: (图片张数,标注个数)
----------------------------
leaf_unhealthy: (1343, 1445)
disease-rust: (749, 2979)
disease-apple scab: (354, 1064)
disease-Marssonina blotch: (429, 2229)
leaf_healthy: (710, 1307)
unknown: (348, 376)
disease-black rot: (141, 281)
disease-Alternaria leaf spot: (111, 238)
总数: (2115, 9919)
总类(nc): 8类