Beginners Guide to Machine Learning in JavaScript - Teachable Machine 1: Image Classification

Introducing Teachable Machine 2.0 (from Google Creative Lab)! Train a computer to recognize your own images, sounds, & poses. In this video, I train an image classifier and import the machine learning model into a p5.js sketch with the ml5.js library. Code: https://thecodingtrain.com/tracks/teachable-machine/teachable-machine/1-image-classification 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-train-yt-teachable-machine-1-image-classification p5.js Web Editor Sketches: 🕹️ Code Template: https://editor.p5js.org/codingtrain/sketches/aRN4PS2Nm 🕹️ Final Code: https://editor.p5js.org/codingtrain/sketches/PoZXqbu4v 🎥 Next: https://youtu.be/UPgxnGC8oBU?list=PLRqwX-V7Uu6aJwX0rFP-7ccA6ivsPDsK5 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aJwX0rFP-7ccA6ivsPDsK5 References: 🔗 Teachable Machine: https://teachablemachine.withgoogle.com/ 💾 Tensor Flow: https://www.tensorflow.org/js 💻 ml5.js: https://ml5js.org/ 💻 Image-Net: https://image-net.org/ 📓 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861 Videos: 🚂 ml5.js: Transfer Learning with Feature Extractor: https://youtu.be/kRpZ5OqUY6Y 🚂 ml5.js: Feature Extractor Classification: https://youtu.be/eeO-rWYFuG0 Timestamps: 0:00 Introduction 0:32 Teachable Machine 2.0 1:06 Training an Image Classification model 3:11 Train model 3:21 High-level overview 5:10 Save your data 6:58 Train the model 7:30 Save the model 8:57 Coding 10:31 Step 1 Load the model 11:19 Step 2 Classify 12:44 Step 3 Get the classification 14:48 Step 4 Draw the label 18:34 The sound classifier 19:19 Train a model that can be a game controller 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/ 🎥 Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 Intro to Programming: 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 #ml5js #imageclassification #javascript #p5js #ml5js