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plant_village_classification.md

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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
Stats/Mean [0.467, 0.489, 0.412]
Stats/Standard Deviation [0.177, 0.152, 0.194]
Classes Apple___Apple_scab, Apple___Black_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), Grape___Leaf_blight_(Isariopsis_Leaf_Spot), Grape___healthy, Orange___Haunglongbing_(Citrus_greening), Peach___Bacterial_spot, Peach___healthy, Pepper,_bell___Bacterial_spot, Pepper,_bell___healthy, Potato___Early_blight, Potato___Late_blight, Potato___healthy, Raspberry___healthy, Soybean___healthy, Squash___Powdery_mildew, Strawberry___Leaf_scorch, Strawberry___healthy, Tomato___Bacterial_spot, Tomato___Early_blight, Tomato___Late_blight, Tomato___Leaf_Mold, Tomato___Septoria_leaf_spot, Tomato___Spider_mites Two-spotted_spider_mite, Tomato___Target_Spot, Tomato___Tomato_Yellow_Leaf_Curl_Virus, Tomato___Tomato_mosaic_virus, Tomato___healthy

Examples

Example Images for plant_village_classification