ml5.js: Training a Convolutional Neural Network for Image Classification скачать в хорошем качестве

ml5.js: Training a Convolutional Neural Network for Image Classification

In this video, I update the previous classification example (with pixels) and incorporate a convolutional neural network in ml5.js! Code: https://thecodingtrain.com/tracks/ml5... 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-t... p5.js Web Editor Sketches: 🕹️ Training a convolutional neural network: https://editor.p5js.org/codingtrain/s... 🕹️ Mask: https://editor.p5js.org/codingtrain/s... 🎥 Previous:    • ml5.js: What is a Convolutional Neural Net...   🎥 Next:    • ml5.js: Sound Classification   🎥 All:    • Beginners Guide to Machine Learning in Jav...   References: 📓 Gradient-Based Learning Applied to Document Recognition: http://yann.lecun.com/exdb/publis/pdf... Videos: 🚂 What is a Convolutional Neural Network Part 2 - Max Pooling:    • ml5.js: What is a Convolutional Neural Net...   🚂 Train a Neural Network with Pixels:    • ml5.js: Train a Neural Network with Pixels...   🚂 Teachable Machine 1: Image Classification:    • Teachable Machine 1: Image Classification   Timestamps: 0:00 Introduction 0:45 Errors in previous video 1:46 Review training with pixels 2:37 Update to the ml library 2:53 Specifiy the task: image classification 3:31 Specify the characteristics of the data 5:11 Adjust addExample function 7:11 Train the model 8:09 Debugging: loss is not decreasing 8:53 normalizeData() 10:07 Why use the convolutional neural network in ml5? 12:03 Mask versus No mask 14:48 Defining custom layers Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/pas... 🚩 Suggest Topics: https://github.com/CodingTrain/Sugges... 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter:   / thecodingtrain   📸 Instagram:   / the.coding.train   🎥 Coding Challenges:    • Coding Challenges   🎥 Intro to Programming:    • Start learning here!   🔗 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-o... This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod... #convolutionalneuralnetwork #imageclassification #ml5js #p5js