Beginners Guide to Machine Learning in JavaScript - ml5.js: Train a Neural Network with Pixels as Input

This tutorial builds on ml5.neuralNetwork() videos examining raw pixels as inputs to a neural network. This sets the stage for a discussion on convolutional neural networks. Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/8-convolutional-neural-network/1-pixels-as-input 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-train-yt-l5-js-train-a-neural-network-with-pixels-as-input p5.js Web Editor Sketches: 🕹️ Pixel Input: https://editor.p5js.org/codingtrain/sketches/rkonHpec2 🕹️ Regression: https://editor.p5js.org/codingtrain/sketches/tOJKHkPy- 🕹️ Template: https://editor.p5js.org/codingtrain/sketches/ARYvi6amN 🎥 Previous: https://youtu.be/lob74HqHYJ0?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/qPKsVAI_W6M?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 Videos: 🚂 Image Classification with MobileNet: https://youtu.be/yNkAuWz5lnY 🚂 11.3: The Pixel Array - p5.js Tutorial: https://thecodingtrain.com/tracks/p5-tips-and-tricks/more-p5/pixel-array 🚂 Teachable Machine: Images: https://youtu.be/kwcillcWOg0 🚂 Pose Regression with PoseNet and ml5.neuralNetwork(): https://youtu.be/lob74HqHYJ0 Timestamps: 0:00 Introduction 0:43 Image Classifier 4:02 Render a low resolution image from the webcam 4:52 PixelBrain 7:09 Make a flattened array of r,g,b pixels 11:04 Train the model 11:43 Normalize the data 13:10 Dan or No Dan 15:29 Three outputs 16:33 Convoluational layers 17:05 Add a regression 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 #neuralnetwork #pixels #regression #ml5js #p5js