Image Classification with ml5.js
1,122This 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/ml5js-beginners-guide/ml5/1-classification/image-classification
p5.js Web Editor Sketches:
š¹ ļø Image Classification:https://editor.p5js.org/codingtrain/sketches/A2W-0ayI5.
š¹ ļø Image Classification with Webcamhttps://editor.p5js.org/codingtrain/sketches/r9LjJqaw6..
š¹ ļø Image Classification - Drag and Drohttps://editor.p5js.org/codingtrain/sketches/v1sAlvSHR...
š¹ ļø Image Classification - Display label and confidenhttps://editor.p5js.org/codingtrain/sketches/7zA6_MlIos...
š¹ ļø Image Classification - Thttps://editor.p5js.org/codingtrain/sketches/uHN5htRpC/s...
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References:
š» ml5https://ml5js.org/.org/
š« Introduction to Machine Learning for the Ahttps://github.com/ml5js/Intro-ML-Arts-IMA-F24rt...
š MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applicatihttps://arxiv.org/abs/1704.0486104861
š» Tensorflow.js port of Mobilehttps://github.com/tensorflow/tfjs-models/tree/master/mobilenetmo...
š» Image-https://image-net.org/.org/
š¤ Ā Ā Ā ā¢Ā HowĀ weĀ teachĀ computersĀ toĀ understandĀ ...Ā Ā
š Excavating AI: The Politics of Images in Machine Learning Training Shttps://excavating.ai/g.ai/
š¼ ļø ml5 ImageClassihttps://docs.ml5js.org/#/reference/image-classifier/im...
š± Teachable Machttps://teachablemachine.withgoogle.com/e.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
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#machinelearningml #webcam #imageclassification #ml5js #mobilenet #ml5js #javascript