# Scripts Directory

This folder contains utility scripts for model preparation and deployment.

## Files

### `prepare_model.py`

Trains the model and generates deployment artifacts.

**Usage:**
```bash
python scripts/prepare_model.py
```

**Output:**
- `model/model.joblib` - Trained model
- `model/config.json` - Model configuration
- `requirements.txt` - Dependencies
- `README.md` - Model card

### `upload_to_hf.py`

Uploads the model and applications to Hugging Face Hub.

**Usage:**
```bash
# Interactive login
python scripts/upload_to_hf.py

# With token
python scripts/upload_to_hf.py --token hf_YOUR_TOKEN

# Upload model only (skip Gradio Space)
python scripts/upload_to_hf.py --token hf_YOUR_TOKEN --no-space
```

**Uploads to:**
- Model repository: `chenhaoq87/MilkSpoilageClassifier`
- Gradio Space: `chenhaoq87/MilkSpoilageClassifier-Demo`

## Workflow

1. Run `prepare_model.py` to train and export the model
2. Run `upload_to_hf.py` to deploy to Hugging Face