keras-predict

A Nodejs Native addons to run Keras ML model.

Run Keras ML model via frugally-deep as a native Nodejs Addons.

Usage:

• first install frugally-deep.
• compile your keras model :

python3 frugally-deep/keras_export/convert_model.py keras_model.h5 fdeep_model.json

• path the size of your ML input and converted ML path to predict function.

const predict = require('keras-predict')
const path = require('path');
const mlModelPath = path.resolve(__dirname, "fdeep_model.json");
const testCase = [...];
predict.predict(120, mlModelPath, testCase, (err, predict) => {
       if (err) {
           console.error(err)
       } else {
           console.dir(predict.map(Math.round))
       }
   })
}

• A working example avialable at example folder.
• This module tested only on ArchLinux.

Amin Aghabeiki.