No Data No Problem — TensorFlow.js Transfer Learning

No Data No Problem — TensorFlow.js Transfer Learning

In this article, we’ll attempt to train a browser to identify Star Trek insignias from drawings on an HTML canvas. You’ll learn how to utilize best practices and frameworks to hopefully solve this problem.

In this article, we’ll attempt to train a browser to identify Star Trek insignias from drawings on an HTML canvas. You’ll learn how to utilize best practices and frameworks to hopefully solve this problem.

Why does this matter?

Web developers are surrounded by amazing feats of AI. The big hurdle that keeps most ideas from being born is a lack of data. Popular training sets include thousands upon thousands of images, and who has time for that? That’s why the method explained in this post is your friend. We’ll cover “transfer learning” with the following:

  • Why is transfer learning so important?
  • What is transfer learning?
  • How can we do this in JavaScript with TensorFlow.js?

transfer-learning tensorflowjs tensorflow machine-learning

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