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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 Jan 12
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      Here's another round of colorizations using my latest unreleased DeOldify model. Photos are again from Reddit's r/TheWayWeWere (great source!)pic.twitter.com/bKwZsXVYTO

      43 replies 121 retweets 870 likes
      Show this thread
    2. Arseny Khakhalin‏ @ampanmdagaba Jan 12
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      Replying to @citnaj

      Wow! That's insanely pretty! And I love how it gets lil details: socks for a kid, flowers for the dress... What would happen if you give it a pic with flags? Either state flags, or something like navy signal flags? Will is just spitball random solid colors, or?..

      1 reply 0 retweets 3 likes
    3. Jason Antic‏ @citnaj Jan 12
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      Replying to @ampanmdagaba

      Thanks! It actually does get American flags right at least- I've seen that much. It clearly recognizes what those are and I know they're in the training set. It does do other flags -sometimes- and it's not random- there's other cues for color (optics rules it appears to learn).

      4 replies 1 retweet 5 likes
    4. Chad Barb‏ @chadbarb Jan 12
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      Replying to @citnaj @ampanmdagaba

      Is there any conceivable way to provide a second “hint” image where you could draw a couple rough color splotches at key locations and it could steer toward those? Also may be interesting to see a version of this for comics.

      1 reply 0 retweets 1 like
    5. Jason Antic‏ @citnaj Jan 12
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      Replying to @chadbarb @ampanmdagaba

      1/ Sure- that's exemplar based colorization and actually it seems more work has been done on that lately than the sort of fully automatic colorization I've been doing. The holy grail IMHO would be to combine both. I have ideas of what it might take to do that but it's not easy.

      1 reply 0 retweets 3 likes
      Jason Antic‏ @citnaj Jan 12
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      Replying to @citnaj @chadbarb @ampanmdagaba

      Here's one of many examples of work on exemplar based colorization: https://arxiv.org/abs/1807.06587 

      10:39 AM - 12 Jan 2020
      • 3 Likes
      • vivid vapors gaming Codex Tapan jain
      1 reply 0 retweets 3 likes
        1. Chad Barb‏ @chadbarb Jan 12
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          Replying to @citnaj @ampanmdagaba

          Awesome. Thank you!

          0 replies 0 retweets 2 likes
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