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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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    Jason Antic‏ @citnaj Jan 15
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    1/ I just merged a super awesome pull request from @borisdayma for DeOldify. He added a training notebook that plugs into @weights_biases 's training reports to show what exactly DeOldify training looks like in terms of outputs, loss, etc, step by step.https://app.wandb.ai/borisd13/DeOldify/reports?view=borisd13%2FDeOldify …

    5:42 PM - 15 Jan 2020
    • 16 Retweets
    • 103 Likes
    • Paulius Alaburda Michael O’Rourke President-Elect jack Lord oatkon azad balabanian | Ազատ Պ. Emir Muñoz Gianni Rosa Gallina Clive P Jonas Machado river
    6 replies 16 retweets 103 likes
      1. New conversation
      2. Jason Antic‏ @citnaj Jan 15
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        2/ I'm a big fan of this sort of open science. And I'm so happy to have the support of the community like this to go way beyond what I alone could ever do. Open sourcing was a controversial decision (hard to explain to others lol) but let me tell you- it has paid off big time.

        1 reply 2 retweets 35 likes
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      3. Jason Antic‏ @citnaj Jan 15
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        3/ It's paid off both on a personal level and for the project itself. There are numerous developments that only happened because others got interested and involved. Just to name a few of the big ones: Video, chroma-subsampling, the Colabs, this W&B report, NoGAN... I'm grateful.

        0 replies 1 retweet 26 likes
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      4. End of conversation
      1. Hamish MacDonald‏ @elusivenode Jan 15
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        Replying to @citnaj @borisdayma @weights_biases

        Awesome work. Love your work and collaboration

        0 replies 0 retweets 2 likes
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      1. Boris Dayma‏ @borisdayma Jan 15
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        Replying to @citnaj @weights_biases

        Thanks! I played with colorizing in the past so I loved your approach of avoiding dull colors through GAN! Hope it will help people understand the model training

        0 replies 0 retweets 6 likes
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      1. Lavanya‏ @lavanyaai Jan 15
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        Replying to @citnaj @weights_biases @borisdayma

        Thanks for merging the PR @citnaj! 🙌 We're excited to be a part of Deoldify!

        0 replies 0 retweets 5 likes
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      2. Ben Schulz‏ @Bschulz5 Jan 15
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        Replying to @citnaj @borisdayma @weights_biases

        Congrats, and hopefully someone will work on attention mechanisms to fix zombie hands.

        1 reply 0 retweets 2 likes
      3. Jason Antic‏ @citnaj Jan 15
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        Replying to @Bschulz5 @borisdayma @weights_biases

        Already working on that with great success :) Just haven't released it yet.

        0 replies 0 retweets 5 likes
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      2. Lukas Biewald‏Verified account @l2k Jan 16
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        Replying to @citnaj @borisdayma @weights_biases

        Thanks for the nice shoutout. We're big fans of your work.

        1 reply 0 retweets 2 likes
      3. Jason Antic‏ @citnaj Jan 16
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        Replying to @l2k @borisdayma @weights_biases

        Likewise!

        0 replies 0 retweets 0 likes
      4. End of conversation

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