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citnaj's profile
Jason Antic
Jason Antic
Jason Antic
@citnaj

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Jason Antic

@citnaj

Obsessively pursuing the perfection of image and video colorization/restoration using deep learning. Creator of DeOldify.

Ocean Beach, San Diego
deoldify.ai
Joined January 2010

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    1. Ari Jankelowitz‏ @ajankelo 20 Sep 2019
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      @citnaj any thoughts on using unets for generative art?

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    2. Jason Antic‏ @citnaj 20 Sep 2019
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      Replying to @ajankelo

      Can you expand on that question? “Generative” as far as I understand it is meant to imply from scratch (starting with random vector as a seed) so if that’s the intent then Unets don’t make sense. But I’m not sure if that’s what you’re asking.

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    3. Ari Jankelowitz‏ @ajankelo 20 Sep 2019
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      Replying to @citnaj

      I am thinking along the lines of creating, let’s say a portrait of a fake person based on real portraits, or works of art using existing images as a seed.

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    4. Jason Antic‏ @citnaj 20 Sep 2019
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      Replying to @ajankelo

      Really that's an image to image transformation you're describing there then.... Which of course Unets are great at. But the real question here is how do you define the transformation that you're training on. The Unet part is the no-brainer relatively speaking.

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    5. Ari Jankelowitz‏ @ajankelo 20 Sep 2019
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      Replying to @citnaj

      Interesting. Do you think the superres/gan nb is a good place to start from for this? I also to read/watch more on image to image transformation

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      Jason Antic‏ @citnaj 20 Sep 2019
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      Replying to @ajankelo

      You mean for the fastai course? Yeah I think that's a good start.

      10:10 PM - 20 Sep 2019
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