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🤖 Interactive Machine Learning Experiments

project
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Interactive Machine Learning experiments: models training + models demo

  • ML
  • AI
  • Machine Learning
  • TensorFlow
  • Python

About

A collection of interactive machine learning experiments. Each one has a Jupyter or Colab notebook that shows how the model was trained, and a demo page where you can try the model right in your browser.

The experiments cover recognizing handwritten digits and sketches with multilayer perceptrons and convolutional networks, recognizing rock-paper-scissors hand gestures, detecting objects and classifying images with MobileNetV2, generating text and cooking recipes with recurrent networks, adding numbers with a sequence-to-sequence model, and generating images of clothes with a GAN.

Most models were trained with TensorFlow 2 and Keras and converted to run in the browser with TensorFlow.js. They're a playground for learning, not production-ready models.

Achievements

6