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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. Brad Dwyer { 🏗}‏ @braddwyer 30 May 2019
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      Has anyone seen an example of fine-tuning @citnaj's DeOldify for other datasets yet (eg colorizing cartoons instead of photos)?

      4 replies 0 retweets 6 likes
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    2. Jason Antic‏ @citnaj 30 May 2019
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      Replying to @braddwyer

      You should definitely be able to do this. Animation and etchings can already be colored in with DeOldify actually and there’s some great examples. Not perfect (esp since it’s not explicitly trained for it). But you can see the potential.

      1 reply 0 retweets 3 likes
    3. Jonathan Fly  👾‏ @jonathanfly 20 Sep 2019
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      Replying to @citnaj @braddwyer

      How long did this take you? I'd love to try a depth-map -> real-color-image version of this. It'd be pretty wild trained on an art dataset...

      1 reply 0 retweets 1 like
      Jason Antic‏ @citnaj 20 Sep 2019
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      Replying to @jonathanfly @braddwyer

      Me? There was no additional work on my part for what I mentioned could be done with the current model. But if you were to finetune- probably a day (?). Haven’t tried that yet...

      12:46 PM - 20 Sep 2019
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        1. Jonathan Fly  👾‏ @jonathanfly 20 Sep 2019
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          Replying to @citnaj @braddwyer

          Tried some in the regular model. 9/10 did nothing but this turned into vegetation. Noticed the same when testing paintings, DeOldify loves to turn leaves and leaf-shaped-things green.pic.twitter.com/6BfbpZWOfl

          1 reply 0 retweets 2 likes
        2. Manu Romero‏ @mrm8488 20 Sep 2019
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          Replying to @jonathanfly @citnaj @braddwyer

          Pix2Pix arch?

          1 reply 0 retweets 1 like
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