Hand Pose Detection with ml5.js
1,355In 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. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/hand-pose
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p5.js Web Editor Sketches:
🕹 ️ HandPose - Keypoints:https://editor.p5js.org/codingtrain/sketches/o5wnL6esQ.
🕹 ️ HandPose - Paintinghttps://editor.p5js.org/codingtrain/sketches/LCEHJm6PA..
🕹 ️ Simple paintinhttps://editor.p5js.org/codingtrain/sketches/3VcKxx_GY...
🕹 ️ HandPose Painting - Stroke Weighttps://editor.p5js.org/codingtrain/sketches/-C3Og5Wzss...
🕹 ️ HandPose Painting - Cohttps://editor.p5js.org/codingtrain/sketches/InzaVXI-R/s...
🕹 ️ HandPose - Thumbs up or Thumbs https://editor.p5js.org/codingtrain/sketches/0_qPHtsF_n/s...
🕹 ️ HandPose - Parthttps://editor.p5js.org/codingtrain/sketches/t7l5pYDDIin/s...
🎥 Previous: • Pose Estimation with ml5.js
🎥 Next: • ml5.js 1.0 and Guest Conductor Patt Vira
🎥 All: • Beginners Guide to Machine Learning i...
References:
💻 mhttps://ml5js.org/js.org/
🏫 Introduction to ML for thehttps://github.com/ml5js/Intro-ML-Arts-IMA-F24-Art...
📺 Jack B. Du's YouTube channel: / @mycodingshow
🎨 Jack B. Du's Insthttps://www.instagram.com/jackbdu/ckbdu
💻 On-Device, Real-Time Hand Tracking with Medihttps://research.google/blog/on-device-real-time-hand-tracking-with-mediapipe/evic...
📄 3D Hand Pose with MediaPipe and TensorFlhttps://blog.tensorflow.org/2021/11/3D-handpose.html11/3...
Timestamps:
0:00 Introduction
1:23 Technical background of the model
3:52 Convert BodyPose to HandPose
5:54 Detecting more than one hand
6:14 Detecting handedness (left or right)
6:51 Creating a painting sketch with index and thumb
10:19 Add a layer using createGraphics()
12:40 Storing previous hand position to draw a line
14:17 Exercise ideas for you!
15:27 Goodbye!
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
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🔗 https://p5js.org/5js.org
🔗 p5.js Web Ehttps://editor.p5js.org/js.org/
🔗 Procehttps://processing.org/ing.org
📄 Code of Cohttps://github.com/CodingTrain/Code-of-Conductde-o...
This description was auto-generated. If you see a problem, please open an https://github.com/CodingTrain/thecodingtrain.com/issues/newecod...
#machinelearningml #webcam #posedetection #ml5js #handpose #ml5js #javascript