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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. Bilal Tahir‏ @deepwhitman 28 May 2019
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      @citnaj Awesome work! Any plans on applying DeOldify techniques to Super Resolution? It would be pretty much the same process with a different crappify function?

      1 reply 0 retweets 1 like
    2. Jason Antic‏ @citnaj 28 May 2019
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      Replying to @deepwhitman

      Already have done that with great success. There’s a Metropolis demo I posted about a week ago on Twitter that shows this :)

      1 reply 0 retweets 1 like
    3. Bilal Tahir‏ @deepwhitman 28 May 2019
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      Replying to @citnaj

      Nice! But is there a model only for super resolution that applies to colorful inputs?

      1 reply 0 retweets 0 likes
    4. Jason Antic‏ @citnaj 28 May 2019
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      Replying to @deepwhitman

      I haven't made it yet with this specific model but it should work just about as well as the black and white super resolution that I made. It'll probably be coming eventually as this would fit into the restoration mission generally.

      2 replies 0 retweets 1 like
    5. Bilal Tahir‏ @deepwhitman 28 May 2019
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      Replying to @citnaj

      I was not sure about the 64px, 128px, 192px steps. Are we supposed to run them in order or pick one of them based on the GPU?

      1 reply 0 retweets 0 likes
      Jason Antic‏ @citnaj 28 May 2019
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      Replying to @deepwhitman

      In order. It's progressively sized training. The idea being that you start with easy/fast (64px) first, and then eventually top it off with harder/slower (192px)

      2:42 PM - 28 May 2019
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        1. Bilal Tahir‏ @deepwhitman 28 May 2019
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          Replying to @citnaj

          Thanks!

          0 replies 0 retweets 1 like
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