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I'd like to see more about how this deep learning visualization (or any DL project for that matter) was used in context of a user-facing product or app - does the user take a selfie and receive a transformed picture back. I've seen the Prisma style transfer app, and I'm curious to see how others are starting to include DL features inside a customer product.

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That's exactly how we had the app work in the demo. The "facade" part of things is that our trained model was not used as the backend or exposed on an API in any way. We used it to generate our best transformation on an image I took of myself, and hard coded an Android app to always return that transformation.

You can see that demo in the facebook live video, or check out the code here: https://github.com/rayheberer/burda_hackday

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