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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 Oct 25
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      Jason Antic Retweeted Jason Antic

      This isn't really anything against W&B- it's very nice and polished. I'm really just advocating critical thinking about your process.https://twitter.com/citnaj/status/1320443311845302272 …

      Jason Antic added,

      Jason Antic @citnaj
      Replying to @andrew_sears
      One more thing: I've tried W&B but I found I was running into a case of having a whole bunch of data that was both overwhelming and almost entirely meaningless. I think what's more important anyway is development an intuition for what works and what doesn't by -doing-.
      1 reply 2 retweets 13 likes
    2. Jeremy Howard‏ @jeremyphoward Oct 25
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      Replying to @citnaj

      I think if one is going to use an experiment tracking UI, W&B might be the best choice. But *all* experiment tracking UIs I've seen are really distracting, and aren't a replacement for thinking carefully about what you actually want to analyze, and the best way to analyze that

      3 replies 3 retweets 28 likes
    3. Jeremy Howard‏ @jeremyphoward Oct 25
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      Replying to @jeremyphoward @citnaj

      Pretty much every early practitioner I've watched, however, uses an experiment tracking UI. They're very tempting!

      4 replies 0 retweets 4 likes
    4. Mario Kostelac‏ @mariokostelac Oct 25
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      Replying to @jeremyphoward @citnaj

      What do you use? Just a jupyter notebook + some notes on the side?

      1 reply 0 retweets 1 like
      Jason Antic‏ @citnaj Oct 25
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      Replying to @mariokostelac @jeremyphoward

      That's what I heavily lean on myself- notes are in the notebooks themselves.

      2:03 PM - 25 Oct 2020
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      • Mario Kostelac
      0 replies 0 retweets 1 like

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