Beginners Guide to Machine Learning in JavaScript - ml5.js: Pose Regression with PoseNet and ml5.neuralNetwork()

This tutorial builds on the previous video combining PoseNet and ml5.neuralNetwork(). Once again, the output of the pre-trained model (the "pose" itself) is the input to an ml5.js neural network. However, this time the final output is a regression (3 continuous values) instead of classification. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/7-bodypose/3-pose-regression 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-train-yt-ml5-js-pose-regression-with-posenet-and-ml5-neuralnetwork p5.js Web Editor Sketches: 🕹️ Pose Regression: https://editor.p5js.org/codingtrain/sketches/JI_j-PiLk 🕹️ Data Collection: https://editor.p5js.org/codingtrain/sketches/Fe1ZNKw1Z 🕹️ Loading Data: https://editor.p5js.org/codingtrain/sketches/KLrIligVq 🕹️ Deploying: https://editor.p5js.org/codingtrain/sketches/nejAYCA6N 🎥 Previous: https://youtu.be/FYgYyq-xqAw?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/2h8VArJ3gnQ?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y Videos: 🚂 ml5.js Pose Estimation with PoseNet: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/7-posenet/pose-detection 🚂 https://youtu.be/fFzvwdkzr_c 🚂 https://youtu.be/8HEgeAbYphA 🚂 https://youtu.be/XO77Fib9tSI Timestamps: 0:00 Introduction 0:51 Review 2:30 Control color 3:30 Adjust configuration of neural network 5:21 Async and await 7:05 Target color replaces target label 8:42 Collect data 10:36 Save the data 10:48 Look at the json file 11:33 Train the model 12:52 Load the model 13:20 predict color 15:28 Add r, g, b sliders 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 #poseregression #posenet #neuralnetwork #ml5js #p5js