Waste Classifier (EfficientNetB0)
Image classification model for waste segregation into three classes:
- dry_waste
- wet_waste
- other_waste
Model Files
- waste_classifier.keras: TensorFlow Keras model artifact
- inference.py: Local inference utility
- requirements.txt: Python dependencies for local inference
Quick Start
from inference import predict
result = predict("sample.jpg")
print(result)
Output Format
{
"class": "dry_waste",
"display_name": "♻️ Dry Waste",
"confidence": 92.5,
"action": "Can be recycled → Paper, plastic, metal recovery",
"all_predictions": {
"dry_waste": 92.5,
"other_waste": 4.1,
"wet_waste": 3.4
}
}