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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. Jeremy Howard‏ @jeremyphoward Feb 2
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      Jeremy Howard Retweeted Ross Wightman

      This repo is full of amazing awesomeness. I don't know of anything else like it. Independent refactored carefully tested implementations of modern CNNshttps://twitter.com/wightmanr/status/1224178577593241602 …

      Jeremy Howard added,

      Ross Wightman @wightmanr
      Added ImageNet validation results for 164 pretrained #PyTorch models on several datasets, incl ImageNet-A, ImageNetV2, and Imagenet-Sketch. No surprise, models with exposure to more data do quite well. Without extra, EfficientNets are holding their own. https://github.com/rwightman/pytorch-image-models/tree/master/results …
      Show this thread
      4 replies 77 retweets 434 likes
    2. Ross Wightman‏ @wightmanr Feb 2
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      Replying to @jeremyphoward

      Thanks @jeremyphoward @citnaj and @tddammo, glad the work is appreciated.

      1 reply 0 retweets 5 likes
      Jason Antic‏ @citnaj Feb 2
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      Replying to @wightmanr @jeremyphoward

      It is. I'm running your EfficientNet B8 right now actually for an experiment, after just having experimented with your gluon_senet154 . Great stuff.

      10:23 PM - 2 Feb 2020
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      • Ross Wightman Zach Mueller
      1 reply 0 retweets 2 likes
        1. New conversation
        1. david moloney #Masks4All‏ @cto_maverick Feb 3
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          Replying to @citnaj @wightmanr @jeremyphoward

          Are you transitioning DeOldify to EfficientNet?

          1 reply 0 retweets 0 likes
        2. Jason Antic‏ @citnaj Feb 3
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          Replying to @cto_maverick @wightmanr @jeremyphoward

          Experimenting with it. EfficientNet has quirks, for sure. I've made good models successfully with it but it comes with a lot of extra unique challenges in making it work well.

          1 reply 0 retweets 0 likes
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