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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 Sep 17
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      The new "all in one" photo restoration model I'm working on is still early in training, but it's already working quite well to my surprise. Samples:pic.twitter.com/S65pyoqcku

      23 replies 44 retweets 434 likes
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    2. Jason Antic‏ @citnaj Sep 17
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      I decided to run this restoration model against colorizations I did recently. Here are some of the more dramatic differences. It's still training but this conveys where it's going.pic.twitter.com/GoG1o20335

      2 replies 1 retweet 6 likes
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    3. Jason Antic‏ @citnaj Sep 17
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      pic.twitter.com/yHh9SZ7Scx

      1 reply 0 retweets 4 likes
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    4. Jason Antic‏ @citnaj Sep 17
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      pic.twitter.com/BCX069T4KX

      1 reply 0 retweets 3 likes
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    5. Jason Antic‏ @citnaj Sep 17
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      pic.twitter.com/avVFgUFvq4

      1 reply 3 retweets 20 likes
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    6. Jason Antic‏ @citnaj Sep 17
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      pic.twitter.com/c0p1Z7plc8

      4 replies 0 retweets 18 likes
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    7. Raphaël Pinson @  🏡‏ @raphink Sep 17
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      Replying to @citnaj

      Does it perform better restoring colorized pictures or colorizing restored pictures?

      2 replies 0 retweets 0 likes
    8. Jason Antic‏ @citnaj Sep 17
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      Replying to @raphink

      I haven't gotten that far yet honestly. The intention is that you restore first then colorize because that just makes more sense but I won't know for sure until it's more thoroughly tested.

      1 reply 0 retweets 1 like
    9. Raphaël Pinson @  🏡‏ @raphink Sep 17
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      Replying to @citnaj

      I had read a bit last year about networks doing two tasks together (I don't remember how it's called), and how it benefited both tasks. Is that something that would make sense here?

      2 replies 0 retweets 0 likes
      Jason Antic‏ @citnaj Sep 17
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      Replying to @raphink

      Jason Antic Retweeted Jason Antic

      Image I'm referencing is this one. Out of all results it's stuff like this I'm most stoked about believe it or not. I've seen other things along the same lines that make me quite optimistic.https://twitter.com/citnaj/status/1306761309808074752 …

      Jason Antic added,

      Jason Antic @citnaj
      pic.twitter.com/NpYfY3ul1D
      Show this thread
      11:49 PM - 17 Sep 2020
      • 1 Like
      • Raphaël Pinson @ 🏡
      1 reply 0 retweets 1 like
        1. Raphaël Pinson @  🏡‏ @raphink Sep 17
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          Replying to @citnaj

          Cool! It's always interesting to see how experts judge results. You just don't see the same details 😉

          0 replies 0 retweets 1 like
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