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starting facemesh page
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{
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"title": "Face Mesh with ml5.js",
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"description": "In this video, I explore the FaceMesh model using ml5.js. I demonstrate how to track all 468 face landmark positions as well as texture map an image onto the triangular mesh with uv coordinates.",
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"videoId": "R5UZsIwPbJA",
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"nebulaSlug": "codingtrain-facemesh-with-ml5js",
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"date": "2024-11-16",
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"languages": ["ml5.js", "JavaScript"],
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"topics": ["machine learning (ML)", "face mesh", "ml5.js", "texture", "uv coordinates"],
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"canContribute": true,
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"timestamps": [],
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"codeExamples": [
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{
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"title": "FaceMesh - Keypoints",
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"description": "This sketch demonstrates how to render all of the 468 keypoints detected by the FaceMesh model.",
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"image": "facemesh-keypoints.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/KHm9CI2RJ" }
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}
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],
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"groupLinks": [
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{
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"title": "References",
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"links": [
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{
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"icon": "💻",
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"title": "ml5.js",
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"url": "https://ml5js.org/",
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"description": "ml5.js website with model documentation and other supporting material."
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},
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{
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"icon": "🎹",
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"title": "Mouth Controlled Synteszier",
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"url": "https://jackbdu.com/blog/mouth-controlled-synthesizer/",
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"description": "Jack B. Du's interactive synthesizer controlled by mouth movements"
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},
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{
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"icon": "📄",
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"title": "Face and hand tracking in the browser with MediaPipe and TensorFlow.js",
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"url": "https://blog.tensorflow.org/2020/03/face-and-hand-tracking-in-browser-with-mediapipe-and-tensorflowjs.html",
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"description": "Google Research blog post covering the technical details of the Face and hand tracking models."
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},
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{
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"icon": "📄",
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"title": "Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs",
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"url": "https://arxiv.org/pdf/1907.06724",
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"description": "Paper describing the method for inferring 3D mesh representation of a human face from single camera input."
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}
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]
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}
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],
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"credits": [
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{ "title": "Editing", "name": "Mathieu Blanchette" },
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{ "title": "Animations", "name": "Jason Heglund" }
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]
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}

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