Teachable Machine 1: Image Classification

Introducing Teachable Machine 2.0 (from Google Creative Lab)! Train a computer to recognize your own images, sounds, & poses. In this video, I train an image classifier and import the machine learning model into a p5.js sketch with the ml5.js library. Code: https://thecodingtrain.com/tracks/tea...

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p5.js Web Editor Sketches:
🕹️ Code Template: https://editor.p5js.org/codingtrain/s...
🕹️ Final Code: https://editor.p5js.org/codingtrain/s...

🎥 Next:    • Teachable Machine 2: Snake Game  
🎥 All:    • Teachable Machine  

References:
🔗 Teachable Machine: https://teachablemachine.withgoogle.com/
💾 Tensor Flow: https://www.tensorflow.org/js
💻 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:
🚂 ml5.js: Transfer Learning with Feature Extractor:    • ml5.js: Transfer Learning with Featur...  
🚂 ml5.js: Feature Extractor Classification:    • ml5.js: Feature Extractor Classification  

Timestamps:
0:00 Introduction
0:32 Teachable Machine 2.0
1:06 Training an Image Classification model
3:11 Train model
3:21 High-level overview
5:10 Save your data
6:58 Train the model
7:30 Save the model
8:57 Coding
10:31 Step 1 Load the model
11:19 Step 2 Classify
12:44 Step 3 Get the classification
14:48 Step 4 Draw the label
18:34 The sound classifier
19:19 Train a model that can be a game controller

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

🚂 Website: https://thecodingtrain.com/
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🎥 Coding Challenges:    • Coding Challenges  
🎥 Intro to Programming:    • 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...

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