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FastAPI digit recognition

Using Tensorflow on MNIST dataset

Check out Demo

Getting Started

In your terminal type:

# Clone from Github
git clone https://github.com/avoup/fast_mnist myproject

# Change directory
cd myproject

# Run project
docker-compose up

To access jupyter notebook check logs for access url e.g: http://127.0.0.1:8888/lab?token=22e4cb979d50317180b6cf061b2a0082dfeb0780b4679952

To access api go to localhost:4000

NOTE: jupyter/tensorflow-notebook image is 4.5GB. If you want to run only api, without jupyter-notebook, use the following command:

docker-compose up api

To run without docker go to ./api directory and run:

pip install -r ./requirements.txt

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Digit recognition using Tensorflow, MNIST, FastAPI

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