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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. Jason Antic‏ @citnaj Aug 17
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      1/ To hopefully reduce the need for emails on this in the future: Yes, we 100% cherry pick results to post colorizations on Twitter from DeOldify. Furthermore, the research models we have often produce great cherry picked results but aren't reliable enough for general use.

      2 replies 2 retweets 28 likes
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    2. Jason Antic‏ @citnaj Aug 17
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      2/ Quite frankly it has been much easier to produce a model that is capable of creating stunning cherry picked examples than one that reliable produces good examples! That might sound counterintuitive but that's the nature of the beast.

      4 replies 1 retweet 25 likes
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    3. Jason Antic‏ @citnaj Aug 17
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      3/ Out of dealing with this, I've definitely emerged with the mindset that I strongly favor "human in the loop" approaches to "AI art". And there's that last 5% that will probably take 95% of the effort to close the gap on just in terms of "ground truth".

      6 replies 2 retweets 33 likes
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    4. mauricio caballero‏ @capimx Aug 17
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      Replying to @citnaj

      Could you share any examples of went-wrongs?

      2 replies 0 retweets 0 likes
      Jason Antic‏ @citnaj Aug 17
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      Replying to @capimx

      Sure. I have this model I'm developing currently that I really like but it still has remaining issues, particularly with what we like to term "flare"- where it gets these red blotches. Examples:pic.twitter.com/yLyybawXZy

      11:02 AM - 17 Aug 2020
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      0 replies 1 retweet 2 likes

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