ml5: Neural Network Regression

From the creator

In this video I cover how to train a neural network to perform a "regression" task (rather than classification). The result is a continuous numerical output (frequency value) instead of a categorical one (specific note). Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/6-train-your-own-neural-network/4-regression 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/aw7R9aSkh 🎥 Previous: https://youtu.be/wUrg9Hjkhg0?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/T99fNXTUUaQ?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y References: 💻 ml5.js Neural Network: https://learn.ml5js.org/#/reference/neural-network 💻 Real-time Human Pose Estimation in the Browser with TensorFlow.js: https://medium.com/tensorflow/real-time-human-pose-estimation-in-the-browser-with-tensorflow-js-7dd0bc881cd5 Timestamps: 0:00 Introduction 0:45 Recap classification 1:36 Regression 2:28 Frequency target 4:20 Train the model 4:40 Deploy the model 5:10 model.predict 8:13 What's next? 8:54 PoseNet 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

Published 2019-12-06 · Watch on YouTube ↗
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