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app.js
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// Air Guitar by Mustafa AL-Jaburi
// handtrack.js
const modelParams = {
flipHorizontal: true, // flip e.g for video
imageScaleFactor: 0.7, // reduce input image size for gains in speed.
maxNumBoxes: 2, // maximum number of boxes to detect
iouThreshold: 0.5, // ioU threshold for non-max suppression
scoreThreshold: 0.85, // confidence threshold for predictions.
}
// Get the webcam
navigator.getUserMedia = navigator.getUserMedia ||
avigator.webkitGetUserMedia ||
navigator.mozGetUserMedia ||
navigator.msGetUserMedia;
// Select everything from HTML
const video = document.querySelector('#video');
const audio = document.querySelector('#audio')
let model;
handTrack.startVideo(video).then(status => {
if (status) {
navigator.getUserMedia({ video: {} }, stream => {
video.srcObject = stream;
// run detection
setInterval(runDetection, 300)
},
err => console.log(err)
);
}
});
function runDetection() {
model.detect(video).then(predictions => {
if (predictions.length !== 0) {
let hand1 = predictions[0].bbox;
let x = hand1[0];
let y = hand1[1];
if (y > 300) {
if (x < 200) {
audio.src = "a-chord.mp3";
} else if (x > 400) {
audio.src = "e-chord.mp3";
} else if (x > 300) {
audio.src = "c-chord.mp3";
} else if (x > 200) {
audio.src = "b-chord.mp3";
}
}
//PLAY THE SOUND
audio.play();
}
});
}
handTrack.load(modelParams).then(lmodel => {
model = lmodel;
});