ml5.js: Image Classification with MobileNet

Опубликовано: 28 Сентябрь 2024
на канале: The Coding Train

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In this video, I use the "pre-trained" MobileNet model to classify the content of an image. Code: https://thecodingtrain.com/tracks/ml5...

🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/s...

🎥 Previous:    • A Beginner's Guide to Machine Learnin...
🎥 Next:    • ml5.js: Webcam Image Classification
🎥 All:    • Beginners Guide to Machine Learning i...

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:
🚂    • 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

🚂 Website: https://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/pas...
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🎥    • Coding Challenges
🎥    • Start learning here!

🔗 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 #imageclassification #mobilenet #ml5js #p5js #javascript