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August 23, 2021 17:30
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MediaPipe - Hands
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<div class="container"> | |
<video class="input_video"></video> | |
<div class="canvas-container"> | |
<canvas class="output_canvas" width="1280px" height="720px"> | |
</div> | |
<div class="loading"> | |
<div class="spinner"></div> | |
<div class="message"> | |
Loading | |
</div> | |
</div> | |
<a class="abs logo" href="http://www.mediapipe.dev" target="_blank"> | |
<div style="display: flex;align-items: center;bottom: 0;right: 10px;"> | |
<img class="logo" src="logo_white.png" alt="" style=" | |
height: 50px;"> | |
<span class="title">MediaPipe</span> | |
</div> | |
</a> | |
<div class="shoutout"> | |
<div> | |
<a href="https://solutions.mediapipe.dev/hands"> | |
Click here for more info | |
</a> | |
</div> | |
</div> | |
</div> | |
<div class="control-panel"> | |
</div> |
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import DeviceDetector from "https://cdn.skypack.dev/device-detector-js@2.2.10"; | |
// Usage: testSupport({client?: string, os?: string}[]) | |
// Client and os are regular expressions. | |
// See: https://cdn.jsdelivr.net/npm/device-detector-js@2.2.10/README.md for | |
// legal values for client and os | |
testSupport([ | |
{client: 'Chrome'}, | |
]); | |
function testSupport(supportedDevices:{client?: string; os?: string;}[]) { | |
const deviceDetector = new DeviceDetector(); | |
const detectedDevice = deviceDetector.parse(navigator.userAgent); | |
let isSupported = false; | |
for (const device of supportedDevices) { | |
if (device.client !== undefined) { | |
const re = new RegExp(`^${device.client}$`); | |
if (!re.test(detectedDevice.client.name)) { | |
continue; | |
} | |
} | |
if (device.os !== undefined) { | |
const re = new RegExp(`^${device.os}$`); | |
if (!re.test(detectedDevice.os.name)) { | |
continue; | |
} | |
} | |
isSupported = true; | |
break; | |
} | |
if (!isSupported) { | |
alert(`This demo, running on ${detectedDevice.client.name}/${detectedDevice.os.name}, ` + | |
`is not well supported at this time, continue at your own risk.`); | |
} | |
} | |
// Our input frames will come from here. | |
const videoElement = | |
document.getElementsByClassName('input_video')[0]; | |
const canvasElement = | |
document.getElementsByClassName('output_canvas')[0]; | |
const controlsElement = | |
document.getElementsByClassName('control-panel')[0]; | |
const canvasCtx = canvasElement.getContext('2d'); | |
// We'll add this to our control panel later, but we'll save it here so we can | |
// call tick() each time the graph runs. | |
const fpsControl = new FPS(); | |
// Optimization: Turn off animated spinner after its hiding animation is done. | |
const spinner = document.querySelector('.loading'); | |
spinner.ontransitionend = () => { | |
spinner.style.display = 'none'; | |
}; | |
function onResults(results) { | |
// Hide the spinner. | |
document.body.classList.add('loaded'); | |
// Update the frame rate. | |
fpsControl.tick(); | |
// Draw the overlays. | |
canvasCtx.save(); | |
canvasCtx.clearRect(0, 0, canvasElement.width, canvasElement.height); | |
canvasCtx.drawImage( | |
results.image, 0, 0, canvasElement.width, canvasElement.height); | |
if (results.multiHandLandmarks && results.multiHandedness) { | |
for (let index = 0; index < results.multiHandLandmarks.length; index++) { | |
const classification = results.multiHandedness[index]; | |
const isRightHand = classification.label === 'Right'; | |
const landmarks = results.multiHandLandmarks[index]; | |
drawConnectors( | |
canvasCtx, landmarks, HAND_CONNECTIONS, | |
{color: isRightHand ? '#00FF00' : '#FF0000'}), | |
drawLandmarks(canvasCtx, landmarks, { | |
color: isRightHand ? '#00FF00' : '#FF0000', | |
fillColor: isRightHand ? '#FF0000' : '#00FF00', | |
radius: (x) => { | |
return lerp(x.from.z, -0.15, .1, 10, 1); | |
} | |
}); | |
} | |
} | |
canvasCtx.restore(); | |
} | |
const hands = new Hands({locateFile: (file) => { | |
return `https://cdn.jsdelivr.net/npm/@mediapipe/hands@0.3/${file}`; | |
}}); | |
hands.onResults(onResults); | |
// Present a control panel through which the user can manipulate the solution | |
// options. | |
new ControlPanel(controlsElement, { | |
selfieMode: true, | |
maxNumHands: 2, | |
minDetectionConfidence: 0.5, | |
minTrackingConfidence: 0.5 | |
}) | |
.add([ | |
new StaticText({title: 'MediaPipe Hands'}), | |
fpsControl, | |
new Toggle({title: 'Selfie Mode', field: 'selfieMode'}), | |
new SourcePicker({ | |
onSourceChanged: () => { | |
hands.reset(); | |
}, | |
onFrame: | |
async (input, size) => { | |
const aspect = size.height / size.width; | |
let width: number, height: number; | |
if (window.innerWidth > window.innerHeight) { | |
height = window.innerHeight; | |
width = height / aspect; | |
} else { | |
width = window.innerWidth; | |
height = width * aspect; | |
} | |
canvasElement.width = width; | |
canvasElement.height = height; | |
await hands.send({image: input}); | |
}, | |
examples: { | |
videos: [], | |
images: [], | |
} | |
}), | |
new Slider({ | |
title: 'Max Number of Hands', | |
field: 'maxNumHands', | |
range: [1, 4], | |
step: 1 | |
}), | |
new Slider({ | |
title: 'Min Detection Confidence', | |
field: 'minDetectionConfidence', | |
range: [0, 1], | |
step: 0.01 | |
}), | |
new Slider({ | |
title: 'Min Tracking Confidence', | |
field: 'minTrackingConfidence', | |
range: [0, 1], | |
step: 0.01 | |
}), | |
]) | |
.on(x => { | |
const options = x as mpHands.Options; | |
videoElement.classList.toggle('selfie', options.selfieMode); | |
hands.setOptions(options); | |
}); |
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@keyframes spin { | |
0% { | |
transform: rotate(0deg); | |
} | |
100% { | |
transform: rotate(360deg); | |
} | |
} | |
.abs { | |
position: absolute; | |
} | |
a { | |
color: white; | |
text-decoration: none; | |
&:hover { | |
color: lightblue; | |
} | |
} | |
body { | |
bottom: 0; | |
font-family: 'Titillium Web', sans-serif; | |
color: white; | |
left: 0; | |
margin: 0; | |
position: absolute; | |
right: 0; | |
top: 0; | |
transform-origin: 0px 0px; | |
overflow: hidden; | |
} | |
.container { | |
position: absolute; | |
background-color: #596e73; | |
width: 100%; | |
max-height: 100%; | |
} | |
.input_video { | |
display: none; | |
position: absolute; | |
top: 0; | |
left: 0; | |
right: 0; | |
bottom: 0; | |
&.selfie { | |
transform: scale(-1, 1); | |
} | |
} | |
.input_image { | |
position: absolute; | |
} | |
.canvas-container { | |
display:flex; | |
height: 100%; | |
width: 100%; | |
justify-content: center; | |
align-items:center; | |
} | |
.output_canvas { | |
max-width: 100%; | |
display: block; | |
position: relative; | |
left: 0; | |
top: 0; | |
} | |
.logo { | |
bottom: 10px; | |
right: 20px; | |
.title { | |
color: white; | |
font-size: 28px; | |
} | |
.subtitle { | |
position: relative; | |
color: white; | |
font-size: 10px; | |
left: -30px; | |
top: 20px; | |
} | |
} | |
.control-panel { | |
position: absolute; | |
left: 10px; | |
top: 10px; | |
} | |
.loading { | |
display: flex; | |
position: absolute; | |
top: 0; | |
right: 0; | |
bottom: 0; | |
left: 0; | |
align-items: center; | |
backface-visibility: hidden; | |
justify-content: center; | |
opacity: 1; | |
transition: opacity 1s; | |
.message { | |
font-size: x-large; | |
} | |
.spinner { | |
position: absolute; | |
width: 120px; | |
height: 120px; | |
animation: spin 1s linear infinite; | |
border: 32px solid #bebebe; | |
border-top: 32px solid #3498db; | |
border-radius: 50%; | |
} | |
} | |
.loaded .loading { | |
opacity: 0; | |
} | |
.shoutout { | |
left: 0; | |
right: 0; | |
bottom: 40px; | |
text-align: center; | |
font-size: 24px; | |
position: absolute; | |
} |
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