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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. Pierre Ouannes‏ @PierreOuannes 13 Dec 2018
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      @citnaj I was very impressed with your DeOldify project that Jeremy showed today in the last fastai lecture ! Great job ! May I ask what are your plans for the future of the project ?

      1 reply 0 retweets 1 like
    2. Jason Antic‏ @citnaj 13 Dec 2018
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      Replying to @PierreOuannes

      Thanks, and glad you asked! Along with working on this week's gan material that you saw today, the work on that behind the scenes we did is going to go into DeOldify. I'm starting work tomorrow. I'm psyched because we made some pretty big improvements.

      2 replies 0 retweets 0 likes
    3. Jason Antic‏ @citnaj 13 Dec 2018
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      Replying to @citnaj @PierreOuannes

      For one- I've never seen pretraining of gans like what we did there, and I'm pretty sure that's going to improve things noticeably in DeOldify. Two- the model itself is improved with things like that DenseBlock stuff he talked about.

      1 reply 0 retweets 1 like
    4. Jason Antic‏ @citnaj 13 Dec 2018
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      Replying to @citnaj @PierreOuannes

      Three- native http://Fast.AI  support is just plain awesome to have for this stuff. Didn't have that before. Will have that when I port to http://Fast.AI  1.0 in the next week or so (to answer your question about that).

      2 replies 0 retweets 1 like
      Jason Antic‏ @citnaj 13 Dec 2018
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      Replying to @citnaj @PierreOuannes

      And finally- Video is an ambition. I just need to make sure images work really well first. I'm quite optimistic about it.

      1:52 AM - 13 Dec 2018
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