ml5.js: Image Classification with MobileNet
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6 سال پیش
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In this video, I use
In this video, I use the "pre-trained" MobileNet model to classify the content of an image. Code: thecodingtrain.com/tracks/ml5js-beginners-guide/ml…
🕹️ p5.js Web Editor Sketch: editor.p5js.org/codingtrain/sketches/qFZF7iDe
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🎥 Next: • ml5.js: Webcam Image Classification
🎥 All: • Beginners Guide to Machine Learning i...
References:
💻 ml5.js: ml5js.org/
💻 Image-Net: image-net.org/
📓 MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications: arxiv.org/abs/1704.04861
Videos:
🚂 • 2018 Workflow: Editor, Shell, and more
🚂 • 16.11: Promises Part 1 - Topics of Ja...
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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🎥 • Coding Challenges
🎥 • Start learning here!
🔗 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/n…
#machinelearningml #imageclassification #mobilenet #ml5js #p5js #javascript
6 سال پیش
در تاریخ 1397/05/10 منتشر شده
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