gtbl2012 / mnist_web_with_cassandra

mnist_web_with_cassandra

Running tensorflow's mnist with web server, cassandra and docker.

Fast launch via docker

Just clone the project and run the commands below. or pull it from Docker Hub.

cd mnist_web_with_cassandra
docker build -t mnist_web:v1.0 .
docker run --name "mnist_web"  -e CASSANDRA_HOST={your cassandra host:port} -p 80:80 -d mnist-web:v1.0

Run in local mechine

1. install requirements

pip install -r requirements.txt

2. train predict dataset

python3 ./lib/mnist_deep_train.py
python3 ./lib/mnist_softmax_train.py

3. set cassandra host and launch web server

export CASSANDRA_HOST={your cassandra host:port}
python3 app.py

Try the project

visit localhost after launched the project.

or try our online version.(may be not available)

Demo video

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