whb07 / avp

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AVP

The main goal of this project was to differentiate between images of an Alien or Predator from the movies. This repo shows the notebook and takes it a step further by showing how to set it up for production.

Installing

To get started

setup your own virtualenv using Python3.7+

python3 -m venv venv

then proceed to install it in the activated venv

pip install -r requirements.txt

Viewing on Jupyter Notebook

run:

jupyter notebook

and then head over to the address provided

Using the model in production

using Quart, first set the env var

export QUART_APP=app.py

run:

quart run

Head over to localhost:5000 and use model by uploading a picture.

Built With

  • FastAI - Incredible library for quick deep learning
  • Quart - Quart is a Python ASGI web microframework.

License

This project is licensed under the MIT License. Have at it!

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