Beginners Guide to Machine Learning in JavaScript - ml5.js: What is a Convolutional Neural Network Part 2 - Max Pooling

Part 2 of this video on Convolutional Neural Networks covers on the concept of "max pooling." Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/8-convolutional-neural-network/3-max-pooling 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-train-yt-ml5-js-what-is-a-convolutional-neural-network-part-2-max-pooling 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/GMRfsK7Wn 🎥 Previous: https://youtu.be/qPKsVAI_W6M?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/hWurN0XhzLY?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y References: 💻 Gradient-Based Learning Applied to Document Recognition: http://yann.lecun.com/exdb/publis/pdf/lecun-01a.pdf 📓 An Intuitive Explanation of Convolutional Neural Networks: https://ujjwalkarn.me/2016/08/11/intuitive-explanation-convnets/ 💻 Google Quick Draw: https://quickdraw.withgoogle.com/ Videos: 🚂 What is a Convolutional Neural Network Part 1: https://youtu.be/qPKsVAI_W6M Timestamps: 0:00 Introduction 0:46 Max pooling 2:02 Strides 3:40 Resolution is reduced 4:43 Pixels with highest values are emphasized 6:37 Max pooling algorithm 7:37 Other pooling algorithms 8:07 Pooling function 10:34 Add a global variable for stride 15:05 Diagram of neural network 15:20 Intuitive explanation of neural networks 17:44 Last layer 22:13 What's next? 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 #maxpooling #convolutionalneuralnetwork #stride #ml5js #javascript