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karthikeya09/smart-sorting

sourceHugging Facemitupdated 8mo agoView on Hugging Face
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App README

Smart Waste Classifier API

AI-powered waste classification using MobileNetV2 (97.83% accuracy).

API Endpoints

  • —GET / - Status check
  • —POST /predict - Classify an image

Example Request

json
POST /predict
{
    "image_base64": "<base64-encoded-image>"
}

Response

json
{
    "success": true,
    "prediction": {
        "class": "plastic",
        "confidence": 95.5,
        "all_probabilities": {
            "glass": 1.2,
            "metal": 0.5,
            "non-recyclable": 0.3,
            "organic": 0.8,
            "paper": 1.7,
            "plastic": 95.5
        }
    }
}