MLAnalogClock - Keras model setup, training, and mlmodel generation for reading analog clocks

This is a WIP. Currently, the training data only covers

Setup (MacOS)

1. Install nodejs & npm
   

brew install node

2. Install ciaro
   

brew install cairo

3. Intall libjpeg
   

brew install libjpeg

4. Intall pango
   

brew install pango

5. Intall giflib
   

brew install giflib

Usage

Generate training and validation data

From within /MLAnalogCloc folder, run

node generateImages.js

Model creation and training

From within /MLAnalogCloc folder, run

sudo python3 train.py

Testing

From within /MLAnalogCloc folder, run

python3 predict.py