I have a p5 webcam video prediction system working right now. Currently, I’m trying to plug this into a React app to create a fuller web app.
My problem is, the prediction is now only made in my p5 sketch, I want the prediction value to be passed into React’s App.js for further constructions. Is there any method of doing so?
I’m using react-p5-wrapper btw.
Here’s the sketch.js:
import "react-p5-wrapper/node_modules/p5/lib/addons/p5.dom";
import ml5 from 'ml5';
let mobileNet;
let video;
let label='model loading...';
function sketch (p) {
p.setup = function () {
p.createCanvas(1000, 1000);
//imitialize the webcam stream in a object
video = p.createCapture(p.VIDEO);
//hide the webcam stream
video.hide();
//initialize the mobilenet object with a callback
mobileNet= ml5.imageClassifier('MobileNet',video,ModelLoaded);
};
p.draw = function () {
p.image(video,0,0);
p.textSize(16);
p.fill(255,140,0);
p.text(label,10,450);
};
};
function ModelLoaded()
{
console.log('Model is ready');
//predicting the image
mobileNet.predict(result)
}
//callback function to get the results
function result(err,res)
{
//check for errors
if(err)
{
//log the error if any
console.error(err)
}
else{
//get the label from the json result
label = res[0].className;
//predicting the image again
mobileNet.predict(result)
}
}
export default sketch;
And my App.js currently looks like this:
import React, { Component } from 'react';
// import logo from './logo.svg';
import './App.css';
import sketch from './sketch';
import P5Wrapper from 'react-p5-wrapper';
class App extends Component {
componentDidMount(){
}
render() {
return (
<div className="App">
<P5Wrapper sketch={sketch} />
</div>
);
}
}
export default App;
Any help appreciated!
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Answer
I gave this a go and came up with a solution. It isn’t very elegant but it should do. I made a very simple test project in sketch.js where I try to illustrate two ways accessing the infromation. The things to note are the timesClicked variable and the updateWithProps function.
export let timesClicked = 0;
export default function sketch (p) {
p.setup = function () {
p.createCanvas(300, 300);
};
p.draw = function () {
p.background(0);
p.fill(255);
p.ellipse(p.mouseX, p.mouseY, 100, 100);
};
p.updateWithProps() = function(newProps){
if(newProps.getCoords){
p.sendCoords = newProps.getCoords;
}
}
p.mouseClicked = function() {
p.sendCoords(p.mouseX, p.mouseY);
timesClicked++;
}
};
timesClicked is a variable that can be imported and counts the times the mouse has been clicked. It can be modified from inside the sketch scope and imported from other files.
updateWithProps is a function called from the react-p5-wrapper library whenever the component receives props and can be defined inside the sketch.
With this, your App.js file could be modified like so:
import React, { Component } from 'react';
import P5Wrapper from 'react-p5-wrapper';
import sketch from './sketch';
import {timesClicked} from './sketch';
function getCoords(){
console.log(arguments);
}
class App extends Component {
componentDidMount(){
}
render() {
return (
<div className="App">
<P5Wrapper sketch={sketch} getCoords={getCoords}/>
</div>
);
}
}
export default App;
document.body.onkeyup = function(e){
if(e.keyCode == 32){
console.log(timesClicked);
}
}
When running, every time there is a click, the sketch will execute the getCoords() function in the App.js file and, alternatively, every time the space bar is pressed the timesClicked variable will be accessed from the App.js file. I think you can modify this in order to “send” or “read” the prediction value.
Edited as per Daniel’s answer