ml5.js: Feature Extractor Classification

From the creator

In this video, I use ml5's feature extractor to train a machine learning image classifier with my own images. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/3-feature-extractor/1-classification 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/5A_TJHA1 🎥 Previous: https://youtu.be/kRpZ5OqUY6Y?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/aKgq0m1YjvQ?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y References: 💻 ml5.js: https://ml5js.org/ 💻 Teachable Machine: https://teachablemachine.withgoogle.com/ 💻 New Classification & Regression Examples: https://github.com/ml5js/ml5-library/issues/128 💻 Pong ml5.j: https://github.com/matamalaortiz/Pong-ML Timestamps: 0:00 Introduction 0:33 Gene Kogan's examples 1:22 feature extractor documentation page 1:50 Let's code! 3:55 Training our own labels 4:22 addImage() and label 7:02 Apply a training set 8:49 classifier.train() 9:40 loss/cost function 12:15 When do you stop training? 13:00 Classify.results() 16:50 Training the model to recognize facial expressions 18:13 context is important 19:08 Pong ML 20:08 Saving the model 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://

Published 2018-08-14 · Watch on YouTube ↗
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