plant_village_classification

Dataset Metadata

Metadata	Value
Machine Learning Task	image_classification
Agricultural Task	disease_classification
Location	United States, North America
Sensor Modality	RGB
Real or Synthetic	real
Platform	ground
Input Data Format	JPG
Annotation Format	directory_names
Number of Images	55448
Documentation	https://github.com/spMohanty/PlantVillage-Dataset
Classes	AppleApplescab, AppleBlack_rot, Apple___Cedar_apple_rust, Apple___healthy, Background_without_leaves, Blueberry___healthy, Cherry___Powdery_mildew, Cherry___healthy, Corn___Cercospora_leaf_spot Gray_leaf_spot, Corn___Common_rust, Corn___Northern_Leaf_Blight, Corn___healthy, Grape___Black_rot, Grape___Esca(Black_Measles), GrapeLeafblight_(Isariopsis_Leaf_Spot), Grapehealthy, Orange___Haunglongbing(Citrus_greening), PeachBacterialspot, Peach_healthy, Pepper,_bellBacterialspot, Pepper,_bell_healthy, PotatoEarlyblight, Potato_Late_blight, Potatohealthy, Raspberryhealthy, Soybeanhealthy, SquashPowdery_mildew, StrawberryLeafscorch, Strawberry_healthy, TomatoBacterialspot, Tomato_Early_blight, TomatoLateblight, Tomato_Leaf_Mold, TomatoSeptorialeaf_spot, Tomato_Spider_mites Two-spotted_spider_mite, TomatoTargetSpot, Tomato_Tomato_Yellow_Leaf_Curl_Virus, TomatoTomatomosaic_virus, Tomato_healthy
Stats/Mean	[0.467, 0.489, 0.412]
Stats/Standard Deviation	[0.177, 0.152, 0.194]

Examples

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