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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. Jason Antic‏ @citnaj 3 May 2019
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      This is Max Linder in "Les Vacances de Max", filmed in 1914! Amazing film quality. So weird. Colorized by DeOldify.pic.twitter.com/88cZhPySeX

      10 replies 24 retweets 200 likes
    2. CY Xu‏ @xuetal 4 May 2019
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      Replying to @citnaj

      Hi Jason, is ImageNet your only training set? What’s the b&w input?

      1 reply 0 retweets 0 likes
    3. Jason Antic‏ @citnaj 4 May 2019
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      Replying to @xuetal

      Yes on ImageNet being the only training set. What I do is convert the original ImageNet photos to black and white for training, and augment them as well with brightness/contrast/Gaussian noise. Key thing is both input/target get the same augs.

      1 reply 0 retweets 2 likes
    4. CY Xu‏ @xuetal 4 May 2019
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      Replying to @citnaj

      Amazing how good old ImageNet could handle this tricky task. I’m a pytorch guy but this is a great project worth investing time in learning TF. Thanks for the good work!

      1 reply 0 retweets 1 like
    5. Jeff Daniels‏ @SandpointJack 4 May 2019
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      Replying to @xuetal @citnaj

      Pretty sure deOldify is all pytorch and fastai, not tensorflow.

      2 replies 0 retweets 3 likes
      Jason Antic‏ @citnaj 4 May 2019
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      Replying to @SandpointJack @xuetal

      That’s correct.

      9:23 AM - 4 May 2019
      0 replies 0 retweets 0 likes

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