Uploaded October 2024 | Updated September 2026, 1 week ago
This video covers image classification in ml5.js 1.0. I demonstrate both the default MobileNet model as well as how to train your own classifier with transfer leraning and teachable machine. Code: thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/1-classification/image-classification
p5.js Web Editor Sketches:
🕹️ Image Classification: editor.p5js.org/codingtrain/sketches/A2W-0ayI5
🕹️ Image Classification with Webcam: editor.p5js.org/codingtrain/sketches/r9LjJqaw6
🕹️ Image Classification - Drag and Drop: editor.p5js.org/codingtrain/sketches/v1sAlvSHR
🕹️ Image Classification - Display label and confidence: editor.p5js.org/codingtrain/sketches/7zA6_MlIo
🕹️ Image Classification - Tint: editor.p5js.org/codingtrain/sketches/uHN5htRpC
🎥 Previous: youtu.be/jmznx0Q1fP0?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🎥 Next: youtu.be/QEzRxnuaZCk?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🎥 All: youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
References:
💻 ml5.js: ml5js.org
🏫 Introduction to Machine Learning for the Arts: github.com/ml5js/Intro-ML-Arts-IMA-F24
📄 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: arxiv.org/abs/1704.04861
💻 Tensorflow.js port of MobileNet: github.com/tensorflow/tfjs-models/tree/master/mobilenet
💻 Image-Net: image-net.org
🎤 youtube.com/watch?v=40riCqvRoMs
🌐 Excavating AI: The Politics of Images in Machine Learning Training Sets: excavating.ai
🖼️ ml5 ImageClassifier: docs.ml5js.org/#/reference/image-classifier
📱 Teachable Machine: teachablemachine.withgoogle.com
Timestamps:
0:00 Introduction
2:30 What is MobileNet?
4:53 What is ImageNet?
10:32 ml5.js Classifier Code!
21:19 Incorporating Live Video
24:51 Training your own model
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 Website: thecodingtrain.com
👾 Share Your Creation! thecodingtrain.com/guides/passenger-showcase-guide
🚩 Suggest Topics: github.com/CodingTrain/Suggestion-Box
💡 GitHub: github.com/CodingTrain
💬 Discord: thecodingtrain.com/discord
💖 Membership: youtube.com/thecodingtrain/join
🛒 Store: standard.tv/codingtrain
🖋️ Twitter: twitter.com/thecodingtrain
📸 Instagram: instagram.com/the.coding.train
🎥 youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥 youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
🔗 p5.js: p5js.org
🔗 p5.js Web Editor: editor.p5js.org
🔗 Processing: processing.org
📄 Code of Conduct: github.com/CodingTrain/Code-of-Conduct
This description was auto-generated. If you see a problem, please open an issue: github.com/CodingTrain/thecodingtrain.com/issues/new
#machinelearningml #webcam #imageclassification #ml5js #mobilenet #ml5js #javascript
This video covers image classification in ml5.js 1.0. I demonstrate both the default MobileNet model as well as how to train your own classifier with transfer leraning and teachable machine. Code: thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/1-classification/image-classification
p5.js Web Editor Sketches:
🕹️ Image Classification: editor.p5js.org/codingtrain/sketches/A2W-0ayI5
🕹️ Image Classification with Webcam: editor.p5js.org/codingtrain/sketches/r9LjJqaw6
🕹️ Image Classification - Drag and Drop: editor.p5js.org/codingtrain/sketches/v1sAlvSHR
🕹️ Image Classification - Display label and confidence: editor.p5js.org/codingtrain/sketches/7zA6_MlIo
🕹️ Image Classification - Tint: editor.p5js.org/codingtrain/sketches/uHN5htRpC
🎥 Previous: youtu.be/jmznx0Q1fP0?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🎥 Next: youtu.be/QEzRxnuaZCk?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
🎥 All: youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y
References:
💻 ml5.js: ml5js.org
🏫 Introduction to Machine Learning for the Arts: github.com/ml5js/Intro-ML-Arts-IMA-F24
📄 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: arxiv.org/abs/1704.04861
💻 Tensorflow.js port of MobileNet: github.com/tensorflow/tfjs-models/tree/master/mobilenet
💻 Image-Net: image-net.org
🎤 youtube.com/watch?v=40riCqvRoMs
🌐 Excavating AI: The Politics of Images in Machine Learning Training Sets: excavating.ai
🖼️ ml5 ImageClassifier: docs.ml5js.org/#/reference/image-classifier
📱 Teachable Machine: teachablemachine.withgoogle.com
Timestamps:
0:00 Introduction
2:30 What is MobileNet?
4:53 What is ImageNet?
10:32 ml5.js Classifier Code!
21:19 Incorporating Live Video
24:51 Training your own model
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 Website: thecodingtrain.com
👾 Share Your Creation! thecodingtrain.com/guides/passenger-showcase-guide
🚩 Suggest Topics: github.com/CodingTrain/Suggestion-Box
💡 GitHub: github.com/CodingTrain
💬 Discord: thecodingtrain.com/discord
💖 Membership: youtube.com/thecodingtrain/join
🛒 Store: standard.tv/codingtrain
🖋️ Twitter: twitter.com/thecodingtrain
📸 Instagram: instagram.com/the.coding.train
🎥 youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥 youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
🔗 p5.js: p5js.org
🔗 p5.js Web Editor: editor.p5js.org
🔗 Processing: processing.org
📄 Code of Conduct: github.com/CodingTrain/Code-of-Conduct
This description was auto-generated. If you see a problem, please open an issue: github.com/CodingTrain/thecodingtrain.com/issues/new
#machinelearningml #webcam #imageclassification #ml5js #mobilenet #ml5js #javascript
