Beginners Guide to Machine Learning in JavaScript - Pose Estimation with ml5.js

Strike a pose! In this video, I explore the BodyPose model in ml5.js with MoveNet and BlazePose, showing how to track body keypoints and visualize 'skeleton' connections using live video. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/7-bodypose/pose-detection 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/codingtrain-pose-detection-with-ml5js p5.js Web Editor Sketches: 🕹️ BodyPose - single image: https://editor.p5js.org/codingtrain/sketches/WQrffEIsJ 🕹️ BodyPose - Nose: https://editor.p5js.org/codingtrain/sketches/AWrwZ_rSv 🕹️ BodyPose - Nose with Lerp: https://editor.p5js.org/codingtrain/sketches/9O6KbYyiX 🕹️ BodyPose - More Parts: https://editor.p5js.org/codingtrain/sketches/uPd6s2iVO 🕹️ BodyPose - Hat: https://editor.p5js.org/codingtrain/sketches/e_vqrMWcL 🕹️ BodyPose - 3D BlazePose: https://editor.p5js.org/codingtrain/sketches/ftALPDieT 🎥 Previous: https://youtu.be/fFzvwdkzr_c?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/FYgYyq-xqAw?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y References: 💻 ml5.js: https://ml5js.org/ 🏫 Introduction to ML for the Arts: https://github.com/ml5js/Intro-ML-Arts-IMA-F24 💻 Common objects in Context Dataset: https://cocodataset.org/#home 🏫 Humans of AI: https://humans-of.ai 💻 Next-Generation Pose Detection: https://blog.tensorflow.org/2021/05/next-generation-pose-detection-with-movenet-and-tensorflowjs.html 📄 BlazePose Paper: https://arxiv.org/pdf/2006.10204 💃 PoseNet Sketchbook: https://googlecreativelab.github.io/posenet-sketchbook/ 🏅 Olympic Form: https://charstiles.github.io/olympicForm/ Videos: 🎥 https://www.youtube.com/watch?v=8uLVnM36XUc Timestamps: 0:00 Introduction 0:45 What is the BodyPose model? 3:28 Coco Dataset 4:04 Creative Inspiration 5:49 Start coding 8:58 Working with specific keypoints 15:39 Skeleton connections between the keypoints 17:57 Using dist() function 19:39 BlazePose 20:56 Outro Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide 🚩 Suggest Topics: https://github.com/CodingTrain/Suggestion-Box 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter: https://twitter.com/thecodingtrain 📸 Instagram: https://www.instagram.com/the.coding.train/ 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA 🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecodingtrain.com/issues/new #machinelearningml #webcam #posedetection #ml5js #movenet #blazepose #ml5js #javascript