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apple / turicreate

Turi Create simplifies the development of custom machine learning models.
BSD 3-Clause "New" or "Revised" License
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Specify style shape independently of training image shape with Style Transfer? #3270

Open 3DTOPO opened 4 years ago

3DTOPO commented 4 years ago

I see Style Transfer has an "input-shape" parameter, but I don't see anyway to set the input-shape for the style image independently of the training images.

Create ML Style Transfer has the option called "Style Density", but don't see how to achieve the same thing with Turi Create. Also, just curious, Does Create ML use Turi Create under the hood?

abhishekpratapa commented 4 years ago

@3DTOPO thanks for the question. Right now the style and content images take the same shape in TuriCreate. There are a lot of unexposed parameters in TuriCreate so notions like StyleDensity aren't really exposed yet. You can achieve similar results to style density by tweaking the input shapes. If you need additional parameters, CreateML is currently a route you can use to achiever that. Thank you!

3DTOPO commented 4 years ago

Thank you @abhishekpratapa. The issue for me is that TuriCreate has options that Create ML doesn't have and vice versa. How hard would it be to expose style shape parameters? I would give it a shot if I had an idea of what to do.