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content/videos/ml5/hand-pose/index.json

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{
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"title": "Hand Pose Detection with ml5.js",
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"description": "Hand Pose video",
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"description": "In this video, I explore the HandPose model using ml5.js. I'll demonstrate how to track hand keypoints and create an interactive painting sketch using gestures.",
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"videoId": "vfNHdVbE-l4",
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"nebulaSlug": "",
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"date": "2024-10-28",
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"date": "2024-10-27",
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"languages": ["ml5.js", "JavaScript"],
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"topics": ["machine learning (ML)", "webcam", "pose detection", "ml5.js", "HandPose"],
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"canContribute": true,
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"codeExamples": [
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{
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"title": "HandPose - Keypoints",
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"description": "Sketch demonstrating use of HandPose model to find finger keypoints.",
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"image": "",
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"description": "This sketch demonstrates how to render all of the 21 keypoints detected by the handPose model.",
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"image": "handpose-keypoints.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/o5wnL6esQ" }
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},
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{
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"title": "HandPose - Painting",
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"description": "Sketch demonstrating use of HandPose model to draw using index finger and thumb keypoints.",
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"image": "",
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"description": "This sketch demonstrates how to draw using the index finger tip and thumb tip keypoints.",
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"image": "handpose-drawing.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/LCEHJm6PA" }
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},
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{
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"title": "Simple painting",
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"description": "Sketch demonstrating drawing using mouseX, mouseY, pmouseX, pmouseY.",
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"image": "",
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"description": "This sketch demonstrates drawing with mouseX, mouseY, pmouseX, pmouseY.",
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"image": "simple-painting.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/3VcKxx_GY" }
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},
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{
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"title": "HandPose Painting - StrokeWeight",
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"description": "Sketch demonstrating how to use the hand keypoints to adjust strokeWeight.",
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"image": "",
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"title": "HandPose Painting - Stroke Weight",
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"description": "This sketch demonstrates how to change the stroke weight with the left hand.",
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"image": "painting-stroke-weight.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/-C3Og5Wzs" }
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},
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{
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"title": "HandPose Painting - Color",
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"description": "Sketch demonstrating how to use the hand keypoints to adjust color.",
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"image": "",
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"description": "This sketch demonstrates how to change colors with left hand taps.",
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"image": "painting-color.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/InzaVXI-R" }
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},
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{
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"title": "HandPose - Thumbs up or Thumbs Down",
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"description": "Sketch demonstrating how recognize gestures based on the relative positions of the hand keypoints",
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"image": "",
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"description": "This sketch demonstrates how to recognize a gesture based on the relative positions of two keypoints.",
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"image": "thumbs-up.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/0_qPHtsF_" }
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},
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{
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"title": "HandPose - Particles",
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"description": "This sketch demonstrates how to emit particles from the keypoints of the hand.",
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"image": "handpose-particles.png",
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"urls": { "p5": "https://editor.p5js.org/codingtrain/sketches/0_qPHtsF_" }
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}
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],
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"title": "On-Device, Real-Time Hand Tracking with MediaPipe",
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"url": "https://research.google/blog/on-device-real-time-hand-tracking-with-mediapipe/",
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"description": "Google Research blog post covering the technical details of the HandPose model."
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},
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{
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"icon": "📄",
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"title": "3D Hand Pose with MediaPipe and TensorFlow.js",
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"url": "https://blog.tensorflow.org/2021/11/3D-handpose.html",
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"description": "Tensorflow Blog post covering the 2021 updates to hand detection model."
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}
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]
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}

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