📋 What our models can predict

Pulled live from the ML service, so this list always matches what's actually trained — not a hand-written guess.

🌱 Crop Recommendation

Random Forest classifier — ranks the best crop for a plot from soil pH, N-P-K, rainfall, temperature and humidity.

apple banana blackgram chickpea coconut coffee cotton grapes jute kidneybeans lentil maize mango mothbeans mungbean muskmelon orange papaya pigeonpeas pomegranate rice watermelon

💰 Market Price Forecast

Sequence model — projects mandi price 3 months ahead. Only these crops have a trained price history right now:

rice maize cotton jute banana mango coffee coconut

🐛 Pest & Disease Detection

CNN image classifier — currently trained to recognise:

Apple Apple scab Apple Black rot Apple Cedar apple rust Apple healthy Blueberry healthy Cherry (including sour) Powdery mildew Cherry (including sour) healthy Corn (maize) Cercospora leaf spot Gray leaf spot Corn (maize) Common rust Corn (maize) Northern Leaf Blight Corn (maize) 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

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