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Creating a CoreML Model Using Python and TuriCreate

CoreML is a really useful framework for machine learning applications but it is not allowing you to create your own models. Instead you should create your model using third party tools. Here we will take a look how to easily create a model to classify sign language digits.

You can find get the whole project including dataset from here:

classifier.zip

So let’s take a look at our code I have added some comments here instead of explaining everything line by line so it should be fine:

If everything goes well, you should be getting around 95% accuracy, which is pretty good.

And here is another Python script that you can use for testing your model with any other image:

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