Scripts Directory

This folder contains utility scripts for model preparation and deployment.

Files

`prepare_model.py`

Trains the model and generates deployment artifacts.

Usage:

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:

# 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

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