Setup (Ubuntu)

Set up nodejs with canvas support to generate a dataset

• Install nodejs & npm
• Install yarn
• sudo apt-get install libcairo2-dev libjpeg8-dev libpango1.0-dev libgif-dev build-essential g++
• yarn

Set up python environment

• Install Anaconda with Python 3.6
• conda install scipy==0.19.1 h5py==2.7.0 scikit-image==0.13.0
• pip install tensorflow==1.5.0 Keras==2.1.3

Usage

• Generate dataset: node generateImages.js
• Train: python train.py
• Run trained model on validation set: python predict.py