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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. Michael Hecht‏ @calabi_and_yau 21 Nov 2019
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      Time for another science #DeOldify. This time I chose Claude Shannon (1916-2001) the father of modern #InformationTheory among other incredible things.pic.twitter.com/riD6dRFTj4

      1 reply 6 retweets 23 likes
    2. Shawn Presser‏ @theshawwn 21 Nov 2019
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      Replying to @calabi_and_yau

      Hey @citnaj, do you think it would be possible to DeOldify the Character of Physical Law lectures? https://www.youtube.com/watch?v=j3mhkYbznBk … It seems like I could do it myself if I extract each frame and run it through your notebook's algo. Hmmm.. It even makes it easier to read the chalkboard.pic.twitter.com/wVlU9QpDA2

      2 replies 0 retweets 3 likes
    3. Jason Antic‏ @citnaj 21 Nov 2019
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      Replying to @theshawwn

      Have you seen the DeOldify video Colab? Just plug in the YouTube url and away you go!https://colab.research.google.com/github/jantic/DeOldify/blob/master/VideoColorizerColab.ipynb …

      2 replies 5 retweets 16 likes
    4. Michael Hecht‏ @calabi_and_yau 24 Nov 2019
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      Replying to @citnaj @theshawwn

      Will surely also give it a shot :). Looks really cool! Thx 😀

      1 reply 0 retweets 1 like
    5. Michael Hecht‏ @calabi_and_yau 26 Nov 2019
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      Replying to @calabi_and_yau @citnaj @theshawwn

      @citnaj did you think about making a "video improvement" model for videos which are in color but don't have decent quality (colorwise, e.g. are from the 80s or so)?

      2 replies 0 retweets 2 likes
    6. Jason Antic‏ @citnaj 26 Nov 2019
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      Replying to @calabi_and_yau @theshawwn

      Oh sure- that’s something that’s been in the back of my mind for a while. It seems like the primary challenge there is just figuring out exactly how to set up the training data. Otherwise all else should work as is (I think).

      1 reply 0 retweets 2 likes
    7. Avio‏ @aviopene 26 Nov 2019
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      Replying to @citnaj @calabi_and_yau @theshawwn

      Avio Retweeted AK

      Have you seen this paper? They used GOPRO, GOPRO2 and Kohler datasets, maybe it's a starting point.https://twitter.com/roadrunning01/status/1197337924972531712?s=19 …

      Avio added,

      AK @ak92501
      Deep Motion Blur Removal Using Noisy/Blurry Image Pairs pdf: https://arxiv.org/pdf/1911.08541.pdf … abs: https://arxiv.org/abs/1911.08541  pic.twitter.com/rf3KEBEXAs
      1 reply 0 retweets 3 likes
      Jason Antic‏ @citnaj 26 Nov 2019
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      Replying to @aviopene @calabi_and_yau @theshawwn

      I haven’t. Thanks!

      11:57 PM - 26 Nov 2019
      1 reply 0 retweets 0 likes
        1. Avio‏ @aviopene 27 Nov 2019
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          Replying to @citnaj @calabi_and_yau @theshawwn

          You're welcome :)

          0 replies 0 retweets 0 likes
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