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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. Skip Elsheimer‏ @AVGeeks Sep 20
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      Going to take a crack at making my own model for DeOldify based on 100s of hours of Kodachrome film. Any hints on strategies @citnaj?

      3 replies 0 retweets 0 likes
    2. Jason Antic‏ @citnaj Sep 20
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      Replying to @AVGeeks

      (cont) I've actually done the finetuning process I just described with super resolution believe it or not. Going from the original pretrained colorization model weights to a super resolution model, that is.

      1 reply 0 retweets 3 likes
    3. Skip Elsheimer‏ @AVGeeks Sep 20
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      Replying to @citnaj

      Thanks! I'm a complete novice. Are there online resources you can point me to regarding creating training images, etc.

      1 reply 0 retweets 0 likes
      Jason Antic‏ @citnaj Sep 20
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      Replying to @AVGeeks

      Well from the sounds of it you should just be able to follow what was done in the DeOldify code/notebooks. There's additional information here where we talk a bit about the ideas behind the data among other things: https://www.fast.ai/2019/05/03/decrappify/ …

      4:43 PM - 20 Sep 2020
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      • Skip Elsheimer
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