ml5.js: Image Classification with MobileNet

This video covers the Image Classifier in ml5.js v0.12.2 which has now been deprecated. There is a new version of the video in the Beginner's Guide to Machine Learning in JavaScript track. Code: https://thecodingtrain.com/tracks/arc...

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🎥 Next:    • ml5.js: Webcam Image Classification  

References:
💻 ml5.js: https://ml5js.org/
💻 Image-Net: https://image-net.org/
📓 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: https://arxiv.org/abs/1704.04861

Videos:
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Timestamps:
0:00 Introduction
0:26 Pretrained models
2:06 What is in the dataset?
4:00 Prediction
4:57 Supervised learning
5:46 Training dataset
6:55 ImageNet
11:09 Getting Started
12:20 Examples
14:35 Callbacks

Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound

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🔗 p5.js: https://p5js.org
🔗 p5.js Web Editor: https://editor.p5js.org/
🔗 Processing: https://processing.org

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#machinelearningml #imageclassification #mobilenet #ml5js #p5js #javascript