Скачать или смотреть Image Classification with ml5.js

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: https://thecodingtrain.com/tracks/ml5...

p5.js Web Editor Sketches:
🕹️ Image Classification: https://editor.p5js.org/codingtrain/s...
🕹️ Image Classification with Webcam: https://editor.p5js.org/codingtrain/s...
🕹️ Image Classification - Drag and Drop: https://editor.p5js.org/codingtrain/s...
🕹️ Image Classification - Display label and confidence: https://editor.p5js.org/codingtrain/s...
🕹️ Image Classification - Tint: https://editor.p5js.org/codingtrain/s...

🎥 Previous:    • A Beginner's Guide to Machine Learning wit...  
🎥 Next:    • ml5.js: Object Detection with COCO-SSD  
🎥 All:    • Beginners Guide to Machine Learning in Jav...  

References:
💻 ml5.js: https://ml5js.org/
🏫 Introduction to Machine Learning for the Arts: https://github.com/ml5js/Intro-ML-Art...
📄 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861
💻 Tensorflow.js port of MobileNet: https://github.com/tensorflow/tfjs-mo...
💻 Image-Net: https://image-net.org/
🎤    • How we teach computers to understand pictu...  
🌐 Excavating AI: The Politics of Images in Machine Learning Training Sets: https://excavating.ai/
🖼️ ml5 ImageClassifier: https://docs.ml5js.org/#/reference/im...
📱 Teachable Machine: https://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: https://thecodingtrain.com/
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🎥    • Coding Challenges  
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🔗 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...

#machinelearningml #webcam #imageclassification #ml5js #mobilenet #ml5js #javascript