| Class Name,Disease,Symptoms,Treatment | |
| Apple___Apple_scab,Apple___Apple_scab,"Olive-green to black spots on leaves, may cause leaf drop","Apply fungicides like myclobutanil, prune affected branches" | |
| Apple___Black_rot,Apple___Black_rot,"Brown spots with concentric rings, shriveled fruits","Remove infected plant material, apply captan fungicide" | |
| Apple___Cedar_apple_rust,Apple___Cedar_apple_rust,"Yellow-orange spots on leaves, gelatinous growths","Remove nearby junipers, apply fungicides in early spring" | |
| Apple___healthy,Apple___healthy,No visible disease symptoms,Maintain proper watering and fertilization | |
| Blueberry___healthy,Blueberry___healthy,No visible disease symptoms,Ensure acidic soil conditions and proper pruning | |
| Cherry_(including_sour)___Powdery_mildew,Cherry_(including_sour)___Powdery_mildew,White powdery spots on leaves and shoots,Apply sulfur or potassium bicarbonate fungicides | |
| Cherry_(including_sour)___healthy,Cherry_(including_sour)___healthy,No visible disease symptoms,Maintain good air circulation around trees | |
| Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,Corn_(maize)___Cercospora_leaf_spot Gray_leaf_spot,Rectangular tan lesions with dark borders on leaves,"Rotate crops, use resistant varieties" | |
| Corn_(maize)___Common_rust_,Corn_(maize)___Common_rust_,"Small, round to elongate golden brown pustules",Apply fungicides at first sign of disease | |
| Corn_(maize)___Northern_Leaf_Blight,Corn_(maize)___Northern_Leaf_Blight,"Long, elliptical gray-green lesions","Use resistant hybrids, practice crop rotation" | |
| Corn_(maize)___healthy,Corn_(maize)___healthy,No visible disease symptoms,Maintain proper plant spacing | |
| Grape___Black_rot,Grape___Black_rot,Brown leaf spots with black fruiting bodies,"Apply fungicides before flowering, remove infected berries" | |
| Grape___Esca_(Black_Measles),Grape___Esca_(Black_Measles),"Tiger-stripe patterns on leaves, wood decay","Prune affected wood, apply wound protectants" | |
| Grape___Leaf_blight_(Isariopsis_Leaf_Spot),Grape___Leaf_blight_(Isariopsis_Leaf_Spot),Angular brown spots with yellow halos,Apply copper-based fungicides | |
| Grape___healthy,Grape___healthy,No visible disease symptoms,Maintain proper trellising and pruning | |
| Orange___Haunglongbing_(Citrus_greening),Orange___Haunglongbing_(Citrus_greening),"Yellow shoots, lopsided bitter fruit","Remove infected trees, control psyllid vectors" | |
| Peach___Bacterial_spot,Peach___Bacterial_spot,"Dark, angular leaf spots, fruit cracking",Apply copper sprays during dormancy | |
| Peach___healthy,Peach___healthy,No visible disease symptoms,Prune to improve air circulation | |
| "Pepper,_bell___Bacterial_spot","Pepper,_bell___Bacterial_spot",Small water-soaked spots that turn brown,"Use disease-free seed, apply copper sprays" | |
| "Pepper,_bell___healthy","Pepper,_bell___healthy",No visible disease symptoms,Avoid overhead watering | |
| Potato___Early_blight,Potato___Early_blight,Small brown spots with target-like rings,"Rotate crops, apply chlorothalonil fungicides" | |
| Potato___Late_blight,Potato___Late_blight,Greasy-looking dark lesions that spread quickly,"Destroy infected plants, use copper fungicides" | |
| Potato___healthy,Potato___healthy,No visible disease symptoms,Hill soil around plants | |
| Raspberry___healthy,Raspberry___healthy,No visible disease symptoms,Remove old canes after fruiting | |
| Soybean___healthy,Soybean___healthy,No visible disease symptoms,Rotate with non-legume crops | |
| Squash___Powdery_mildew,Squash___Powdery_mildew,White powdery coating on leaves,Apply sulfur or horticultural oil | |
| Strawberry___Leaf_scorch,Strawberry___Leaf_scorch,Purple spots with white centers on leaves,"Remove infected leaves, improve air flow" | |
| Strawberry___healthy,Strawberry___healthy,No visible disease symptoms,Renew beds every 2-3 years | |
| Tomato___Bacterial_spot,Tomato___Bacterial_spot,Small water-soaked spots with yellow halos,"Use pathogen-free seed, apply copper sprays" | |
| Tomato___Early_blight,Tomato___Early_blight,Dark spots with concentric rings on lower leaves,"Remove affected leaves, apply copper-based fungicides" | |
| Tomato___Late_blight,Tomato___Late_blight,Water-soaked lesions that turn brown and spread rapidly,"Destroy infected plants, use chlorothalonil fungicides" | |
| Tomato___Leaf_Mold,Tomato___Leaf_Mold,Yellow spots with olive-green undersides,"Reduce humidity, apply fungicides" | |
| Tomato___Septoria_leaf_spot,Tomato___Septoria_leaf_spot,Small circular spots with dark borders,"Remove lower leaves, apply copper fungicides" | |
| Tomato___Spider_mites Two-spotted_spider_mite,Tomato___Spider_mites Two-spotted_spider_mite,"Fine webbing, stippled yellow leaves","Apply miticides, increase humidity" | |
| Tomato___Target_Spot,Tomato___Target_Spot,Brown spots with concentric rings and yellow halos,Apply chlorothalonil fungicides | |
| Tomato___Tomato_Yellow_Leaf_Curl_Virus,Tomato___Tomato_Yellow_Leaf_Curl_Virus,Upward curling leaves with yellow margins,"Control whiteflies, remove infected plants" | |
| Tomato___Tomato_mosaic_virus,Tomato___Tomato_mosaic_virus,Mottled light and dark green patterns,"Destroy infected plants, disinfect tools" | |
| Tomato___healthy,Tomato___healthy,No visible disease symptoms,Rotate crops annually | |