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PyTorch Flask API

This repo contains a sample code to show how to create a Flask API server by deploying our PyTorch model. This is a sample code which goes with tutorial.

If you'd like to learn how to deploy to Heroku, then check this repo.

How to

Install the dependencies:

pip install -r requirements.txt

Run the Flask server:

FLASK_ENV=development FLASK_APP=app.py flask run

From another tab, send the image file in a request:

curl -X POST -F file=@cat_pic.jpeg http://localhost:5000/predict

License

The mighty MIT license. Please check LICENSE for more details.

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