Created
February 1, 2023 19:05
-
-
Save JT5D/64a0904a9820a26a15a025c57a015b4a to your computer and use it in GitHub Desktop.
MediaPipe - Pose
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
<body> | |
<style> | |
.square-box { | |
width: 33%; | |
height: 0; | |
padding-top: 33%; | |
position: absolute; | |
right: 20px; | |
top: 20px; | |
} | |
.landmark-grid-container { | |
height: 100%; | |
width: 100%; | |
position: absolute; | |
top:0; | |
left:0; | |
background-color: #99999999; | |
} | |
</style> | |
<div class="container"> | |
<video class="input_video"></video> | |
<canvas class="output_canvas" width="1280px" height="720px"></canvas> | |
<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/pose"> | |
Click here for more info | |
</a> | |
</div> | |
</div> | |
</div> | |
<div class="control-panel"> | |
</div> | |
<div class='square-box'> | |
<div class="landmark-grid-container"> | |
</div> | |
</div> |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import DeviceDetector from "https://cdn.skypack.dev/[email protected]"; | |
// Usage: testSupport({client?: string, os?: string}[]) | |
// Client and os are regular expressions. | |
// See: https://cdn.jsdelivr.net/npm/[email protected]/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, expect some flakiness while we improve our code.`); | |
} | |
} | |
const controls = window; | |
const LandmarkGrid = window.LandmarkGrid; | |
const drawingUtils = window; | |
const mpPose = window; | |
const options = { | |
locateFile: (file) => { | |
return `https://cdn.jsdelivr.net/npm/@mediapipe/pose@${mpPose.VERSION}/${file}`; | |
}}; | |
// Our input frames will come from here. | |
const videoElement = | |
document.getElementsByClassName('input_video')[0] as HTMLVideoElement; | |
const canvasElement = | |
document.getElementsByClassName('output_canvas')[0] as HTMLCanvasElement; | |
const controlsElement = | |
document.getElementsByClassName('control-panel')[0] as HTMLDivElement; | |
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 controls.FPS(); | |
// Optimization: Turn off animated spinner after its hiding animation is done. | |
const spinner = document.querySelector('.loading')! as HTMLDivElement; | |
spinner.ontransitionend = () => { | |
spinner.style.display = 'none'; | |
}; | |
const landmarkContainer = | |
document.getElementsByClassName('landmark-grid-container')[0] as HTMLDivElement; | |
const grid = new LandmarkGrid(landmarkContainer, { | |
connectionColor: 0xCCCCCC, | |
definedColors: | |
[{name: 'LEFT', value: 0xffa500}, {name: 'RIGHT', value: 0x00ffff}], | |
range: 2, | |
fitToGrid: true, | |
labelSuffix: 'm', | |
landmarkSize: 2, | |
numCellsPerAxis: 4, | |
showHidden: false, | |
centered: true, | |
}); | |
let activeEffect = 'mask'; | |
function onResults(results: mpPose.Results): void { | |
// 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); | |
if (results.segmentationMask) { | |
canvasCtx.drawImage( | |
results.segmentationMask, 0, 0, canvasElement.width, | |
canvasElement.height); | |
// Only overwrite existing pixels. | |
if (activeEffect === 'mask' || activeEffect === 'both') { | |
canvasCtx.globalCompositeOperation = 'source-in'; | |
// This can be a color or a texture or whatever... | |
canvasCtx.fillStyle = '#00FF007F'; | |
canvasCtx.fillRect(0, 0, canvasElement.width, canvasElement.height); | |
} else { | |
canvasCtx.globalCompositeOperation = 'source-out'; | |
canvasCtx.fillStyle = '#0000FF7F'; | |
canvasCtx.fillRect(0, 0, canvasElement.width, canvasElement.height); | |
} | |
// Only overwrite missing pixels. | |
canvasCtx.globalCompositeOperation = 'destination-atop'; | |
canvasCtx.drawImage( | |
results.image, 0, 0, canvasElement.width, canvasElement.height); | |
canvasCtx.globalCompositeOperation = 'source-over'; | |
} else { | |
canvasCtx.drawImage( | |
results.image, 0, 0, canvasElement.width, canvasElement.height); | |
} | |
if (results.poseLandmarks) { | |
drawingUtils.drawConnectors( | |
canvasCtx, results.poseLandmarks, mpPose.POSE_CONNECTIONS, | |
{visibilityMin: 0.65, color: 'white'}); | |
drawingUtils.drawLandmarks( | |
canvasCtx, | |
Object.values(mpPose.POSE_LANDMARKS_LEFT) | |
.map(index => results.poseLandmarks[index]), | |
{visibilityMin: 0.65, color: 'white', fillColor: 'rgb(255,138,0)'}); | |
drawingUtils.drawLandmarks( | |
canvasCtx, | |
Object.values(mpPose.POSE_LANDMARKS_RIGHT) | |
.map(index => results.poseLandmarks[index]), | |
{visibilityMin: 0.65, color: 'white', fillColor: 'rgb(0,217,231)'}); | |
drawingUtils.drawLandmarks( | |
canvasCtx, | |
Object.values(mpPose.POSE_LANDMARKS_NEUTRAL) | |
.map(index => results.poseLandmarks[index]), | |
{visibilityMin: 0.65, color: 'white', fillColor: 'white'}); | |
} | |
canvasCtx.restore(); | |
if (results.poseWorldLandmarks) { | |
grid.updateLandmarks(results.poseWorldLandmarks, mpPose.POSE_CONNECTIONS, [ | |
{list: Object.values(mpPose.POSE_LANDMARKS_LEFT), color: 'LEFT'}, | |
{list: Object.values(mpPose.POSE_LANDMARKS_RIGHT), color: 'RIGHT'}, | |
]); | |
} else { | |
grid.updateLandmarks([]); | |
} | |
} | |
const pose = new mpPose.Pose(options); | |
pose.onResults(onResults); | |
// Present a control panel through which the user can manipulate the solution | |
// options. | |
new controls | |
.ControlPanel(controlsElement, { | |
selfieMode: true, | |
modelComplexity: 1, | |
smoothLandmarks: true, | |
enableSegmentation: false, | |
smoothSegmentation: true, | |
minDetectionConfidence: 0.5, | |
minTrackingConfidence: 0.5, | |
effect: 'background', | |
}) | |
.add([ | |
new controls.StaticText({title: 'MediaPipe Pose'}), | |
fpsControl, | |
new controls.Toggle({title: 'Selfie Mode', field: 'selfieMode'}), | |
new controls.SourcePicker({ | |
onSourceChanged: () => { | |
// Resets because this model gives better results when reset between | |
// source changes. | |
pose.reset(); | |
}, | |
onFrame: | |
async (input: controls.InputImage, size: controls.Rectangle) => { | |
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 pose.send({image: input}); | |
}, | |
}), | |
new controls.Slider({ | |
title: 'Model Complexity', | |
field: 'modelComplexity', | |
discrete: ['Lite', 'Full', 'Heavy'], | |
}), | |
new controls.Toggle( | |
{title: 'Smooth Landmarks', field: 'smoothLandmarks'}), | |
new controls.Toggle( | |
{title: 'Enable Segmentation', field: 'enableSegmentation'}), | |
new controls.Toggle( | |
{title: 'Smooth Segmentation', field: 'smoothSegmentation'}), | |
new controls.Slider({ | |
title: 'Min Detection Confidence', | |
field: 'minDetectionConfidence', | |
range: [0, 1], | |
step: 0.01 | |
}), | |
new controls.Slider({ | |
title: 'Min Tracking Confidence', | |
field: 'minTrackingConfidence', | |
range: [0, 1], | |
step: 0.01 | |
}), | |
new controls.Slider({ | |
title: 'Effect', | |
field: 'effect', | |
discrete: {'background': 'Background', 'mask': 'Foreground'}, | |
}), | |
]) | |
.on(x => { | |
const options = x as mpPose.Options; | |
videoElement.classList.toggle('selfie', options.selfieMode); | |
activeEffect = (x as {[key: string]: string})['effect']; | |
pose.setOptions(options); | |
}); |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
@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 { | |
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; | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment