ml5.js: KNN Classification Part 1
This video covers "KNN Classification." In this first part, I begin the process of building a "teachable machine"-style image classifier with ml5.js. #machinelearning #ml5js #p5js
💻Code: https://thecodingtrain.com/Courses/ml5-beginners-guide/5.1-ml5-knn-classification-1.html
🎥 Part 2: https://youtu.be/Mwo5_bUVhlA
🎥 Part 3: https://youtu.be/JWsKay58Z2g
🎥Full Playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
Links discussed in this video:
🔗 Teachable Machine: https://teachablemachine.withgoogle.com/
🔗 ml5.js: https://ml5js.org
🔗 Machine Learning for the Web by Yining Shi: https://github.com/yining1023/machine-learning-for-the-web
🔗 How to build a Teachable Machine with TensorFlow.js by Nikhil Thorat: https://beta.observablehq.com/@nsthorat/how-to-build-a-teachable-machine-with-tensorflow-js
🔗 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861
🎥 Beginner's Guide to Machine Learning with ml5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🚂Website: https://thecodingtrain.com/
💡Github: https://github.com/CodingTrain
💖Membership: https://youtube.com/thecodingtrain/join
🛒Store: https://www.designbyhumans.com/shop/codingtrain/
📚Books: https://www.amazon.com/shop/thecodingtrain
🖋️Twitter: https://twitter.com/thecodingtrain
Video editing by Mathieu Blanchette.
🎥Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥Intro to Programming using p5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct
🌐Help us caption and translate: http://www.youtube.com/timedtext_cs_panel?c=UCvjgXvBlbQiydffZU7m1_aw&tab=2
🚩Suggest Topics: https://github.com/CodingTrain/Rainbow-Topics
👾Share your contribution: https://thecodingtrain.com/Guides/community-contribution-guide.html
🔗 p5.js: https://p5js.org
🔗 Processing: https://processing.org
Видео ml5.js: KNN Classification Part 1 канала The Coding Train
💻Code: https://thecodingtrain.com/Courses/ml5-beginners-guide/5.1-ml5-knn-classification-1.html
🎥 Part 2: https://youtu.be/Mwo5_bUVhlA
🎥 Part 3: https://youtu.be/JWsKay58Z2g
🎥Full Playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
Links discussed in this video:
🔗 Teachable Machine: https://teachablemachine.withgoogle.com/
🔗 ml5.js: https://ml5js.org
🔗 Machine Learning for the Web by Yining Shi: https://github.com/yining1023/machine-learning-for-the-web
🔗 How to build a Teachable Machine with TensorFlow.js by Nikhil Thorat: https://beta.observablehq.com/@nsthorat/how-to-build-a-teachable-machine-with-tensorflow-js
🔗 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861
🎥 Beginner's Guide to Machine Learning with ml5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🚂Website: https://thecodingtrain.com/
💡Github: https://github.com/CodingTrain
💖Membership: https://youtube.com/thecodingtrain/join
🛒Store: https://www.designbyhumans.com/shop/codingtrain/
📚Books: https://www.amazon.com/shop/thecodingtrain
🖋️Twitter: https://twitter.com/thecodingtrain
Video editing by Mathieu Blanchette.
🎥Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥Intro to Programming using p5.js: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct
🌐Help us caption and translate: http://www.youtube.com/timedtext_cs_panel?c=UCvjgXvBlbQiydffZU7m1_aw&tab=2
🚩Suggest Topics: https://github.com/CodingTrain/Rainbow-Topics
👾Share your contribution: https://thecodingtrain.com/Guides/community-contribution-guide.html
🔗 p5.js: https://p5js.org
🔗 Processing: https://processing.org
Видео ml5.js: KNN Classification Part 1 канала The Coding Train
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
ml5.js: KNN Classification Part 2
10.2: Neural Networks: Perceptron Part 1 - The Nature of Code
ml5.js: What is a Convolutional Neural Network Part 2 - Max Pooling
195 - Image classification using XGBoost and VGG16 imagenet as feature extractor
Similarity learning using deep neural networks - Jacek Komorowski
ml5.js: Train Your Own Neural Network
ml5.js: Object Detection with COCO-SSD
TensorFlow.js Image Classification Made Easy
2.6 Mutual Attraction - The Nature of Code
ml5: Save Neural Network Trained Model
Coding Challenge #151: Ukulele Tuner with Machine Learning Pitch Detection Model
9.1: Transformations Pt.1 (Translate, Rotate, Push/Pop) - p5.js Tutorial
ml5.js: Sound Classification
Coding Challenge #158: Shape Classifier Neural Network with ml5.js
ml5.js Pose Estimation with PoseNet
ml5.js: Save Neural Network Training Data
6.4: TensorFlow.js: Memory Management - Intelligence and Learning
12. One-shot learning for teaching neural networks to classify objects never seen before