From the course: Machine Learning for iOS Developers
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Custom models with Turi Create - iOS Tutorial
From the course: Machine Learning for iOS Developers
Custom models with Turi Create
- [Instructor] Core ML is driven by the machine-learning models that we use, or that we create, but sometimes the model that we need does not exist yet, and for a long time, you needed to be a data scientist to create working machine-learning models, but with Turi Create, you can now easily create your own custom models that exactly fit the needs of your application, so, let's quickly analyze the problem of our application, and see how we can solve it, so what we have, is a picture of a dog, and again, we as humans have no problem identifying the animal shown as a dog, but for a computer program, that is a very challenging task, so, what we want is an app that can take the image, do some machine-learning magic, and as a result we'd like to see if the image indeed contains a dog, or a cat, and searching the Internet, we couldn't find an existing machine-learning model that solves the problem, so our solution is building a custom machine-learning model, or more exactly, a custom image…
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