PLANT DISEASES CLASSIFICATION (PRODUCT)

AI-powered Plant Disease Classifier: Accurate identification of 50+ plant diseases. Ensure healthier crops with ease.

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Description

Agritech Intelligence

Empower modern farming with our AI-powered Plant Pathologist. This model identifies over 50 variations of diseases across 16 major crop types, including Apple, Potato, Tomato, and Wheat.

Technical Depth

Meticulously trained using TensorFlow Keras on a global dataset of leaf images. It distinguishes between complex symptoms like Black Rot, Powdery Mildew, and Bacterial Spot.

Why this model?

  • Early Detection: Identify issues before they destroy the crop yield.
  • High Granularity: Specifically tuned for intra-class variability (looks at subtle leaf changes).
  • Scalable: Can be deployed on mobile devices for field use.

Live Deployment Sandbox

Agro-Neural Analyzer
Online
Click to browse or drop a leaf image here

API Integration Guide

curl --location 'https://api.aimodelplace.com/api/v1/predict' \
--header 'Authorization: Bearer YOUR_API_KEY' \
--form 'model_slug="plant-diseases-classification_6"' \
--form 'file=@"/path/to/your/image.png"'

Successful response format (JSON):

{
    "success": true,
    "latencyMs": 257,
    "predictions": [
        {
            "label": "Tomato Late blight",
            "confidence": 1
        },
        {
            "label": "Corn (maize) Common rust",
            "confidence": 6.0053e-11
        },
        {
            "label": "Peach healthy",
            "confidence": 1.1506e-11
        }
    ],
    "tokens_consumed": 10,
    "balance_remaining": 579,
    "recognized_object": "Tomato Late blight"
}

For more detailed parameters and SDK examples, visit our Full API Documentation.

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