ml5.js: What is a Convolutional Neural Network Part 2 - Max Pooling

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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

Published 2020-02-24 · Watch on YouTube ↗
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