xdanielsb / hackcloud

Microservice - Image Classifier

This is a small project that uses deep neural networks + imagenet to classify a given image into a class, it uses Vuejs and Keras for the backend, it is a prototype and has a lot stuff to do, feel free to PR.

This is a small result after loading a random image from google

Download the project

$ git clone https://github.com/xdanielsb/hackcloud.git
$ cd hackcloud

Install on your machine

Backend

$ cd logic
$ pip install -r ./requirements.txt
$ pip install tensorflow
$ export FLASK_APP=api.py
$ python -m flask run

Frontend

cd view
npm install
npm run serve

Scalingo

Impossible: tensorflow is too large for our small server?

Test

Open a page in http://localhost:8080

Also there are some unit test over there, $pytest$