---
language: en
license: apache-2.0
library_name: tensorflow
pipeline_tag: image-classification
tags:
- waste-classification
- efficientnet
- recycling
- sustainability
---

# 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

```python
from inference import predict

result = predict("sample.jpg")
print(result)
```

## Output Format

```json
{
  "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
  }
}
```