├── .gitignore ├── CS329s-deploying-ml-models-tutorial.pdf ├── LICENSE ├── README.md ├── food-images ├── coffee.jpeg ├── donuts.jpeg ├── hamburger.jpeg ├── ice_cream.jpeg ├── pizza.jpeg ├── plant.jpeg ├── plant_2.jpeg ├── steak.jpeg ├── truck.jpeg └── xbox.jpg ├── food-vision ├── .dockerignore ├── Dockerfile ├── Makefile ├── SessionState.py ├── app.py ├── app.yaml ├── requirements.txt └── utils.py ├── images ├── food-vision-demo-cropped.gif ├── gcp-connecting-a-model-version-to-google-storage.png ├── gcp-creating-a-bucket.png ├── gcp-creating-a-model-on-ai-platform.png ├── gcp-creating-a-model-version.png ├── gcp-ml-engine-permissions.png ├── make-gcloud-deploy.png ├── streamlit-app-first-error-youll-run-into.png ├── streamlit-app-on-app-engine.png ├── streamlit-app-what-you-should-see.png └── streamlit-predict-button-clicked.png └── model_training.ipynb /.gitignore: -------------------------------------------------------------------------------- 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