// The Coding Train / Daniel Shiffman

// https://thecodingtrain.com/Courses/ml5-beginners-guide/7.3-pose-regression.html

// https://youtu.be/lob74HqHYJ0

​

// All code: https://editor.p5js.org/codingtrain/sketches/JI_j-PiLk

​

// Separated into three sketches

// 1: Data Collection: https://editor.p5js.org/codingtrain/sketches/Fe1ZNKw1Z

// 2: Model Training: https://editor.p5js.org/codingtrain/sketches/KLrIligVq

// 3: Model Deployment: https://editor.p5js.org/codingtrain/sketches/nejAYCA6N

​

let brain;

​

function setup() {

  noCanvas();

  let options = {

    inputs: 34,

    outputs: 3,

    task: 'regression',

    debug: true

  }

  brain = ml5.neuralNetwork(options);

  brain.loadData('color_poses.json', dataReady);

}

​

function dataReady() {

  brain.normalizeData();

  brain.train({epochs: 50}, finished); 

}

​

function finished() {

  console.log('model trained');

  brain.save();

}