yusuf802/leaf-images

该数据集包含多种植物的图像及其对应的病害或健康状态标签，如苹果黑星病、玉米普通锈病等。数据集分为训练集和测试集，分别用于模型训练和测试。

原始信息汇总

数据集概述

数据集配置

• 默认配置：
  • 训练集：路径为 data/train-*
  • 测试集：路径为 data/test-*

数据集信息

• 特征：
  • 图像：数据类型为 image
  • 标签：数据类型为 class_label，包含以下类别：
    • 0: Apple_Black_rot
    • 1: Apple_Cedar_apple_rust
    • 2: Apple_Powdery_mildew
    • 3: Apple_healthy
    • 4: Apple_scab
    • 5: Cherry_(including_sour)_Powdery_mildew
    • 6: Cherry_(including_sour)_healthy
    • 7: Corn_(maize)_Cercospora_leaf_spot Gray_leaf_spot
    • 8: Corn_(maize)_Common_rust
    • 9: Corn_(maize)_Northern_Leaf_Blight
    • 10: Corn_(maize)_healthy
    • 11: Cotton_leaf_diseased
    • 12: Cotton_leaf_fresh
    • 13: Grape_Black_rot
    • 14: Grape___Esca_(Black_Measles)
    • 15: Grape___Leaf_blight_(Isariopsis_Leaf_Spot)
    • 16: Grape___healthy
    • 17: Orange_Haunglongbing_(Citrus_greening)
    • 18: Orange__Black_Rot
    • 19: Orange__Canker
    • 20: Orange__Healthy
    • 21: Peach_Bacterial_spot
    • 22: Peach_healthy
    • 23: Pepper,_bell_Bacterial_spot
    • 24: Pepper,_bell_healthy
    • 25: Potato_Early_blight
    • 26: Potato_Late_blight
    • 27: Potato_healthy
    • 28: Squash_Powdery_mildew
    • 29: Strawberry_Leaf_scorch
    • 30: Strawberry_healthy
    • 31: Tomato_Bacterial_spot
    • 32: Tomato_Early_blight
    • 33: Tomato_Late_blight
    • 34: Tomato_Leaf_Mold
    • 35: Tomato_Septoria_leaf_spot
    • 36: Tomato_Spider_mites_Two_spotted_spider_mite
    • 37: Tomato_Target_Spot
    • 38: Tomato_Tomato_Yellow_Leaf_Curl_Virus
    • 39: Tomato_Tomato_mosaic_virus
    • 40: Tomato_healthy
    • 41: Wheat_healthy
    • 42: Wheat_leaf_rust
    • 43: Wheat_nitrogen_deficiency

数据集分割

• 训练集：
  • 字节数：7355420032.737346
  • 样本数：56842
• 测试集：
  • 字节数：1331846480.2826538
  • 样本数：10032

数据集大小

• 下载大小：8653117062 字节
• 数据集大小：8687266513.02 字节