Remastering Star Trek: Deep Space Nine with machine learning

As a little side-project, I have been working on putting the artificial neural networks of AI Gigapixel to the test and having them upscale another favorite thing of mine… Star Trek: Deep Space Nine (DS9).

Just like Final Fantasy 7, of which I am upscaling the backgrounds, textures, and videos in Remako mod, DS9 was also relegated to a non-HD future. While the popular Original Series and The Next Generation were mostly shot on film, the mid 90s DS9 had its visual effects shots (space battles and such) shot on video.

While you can rescan analog film at a higher resolution, video is digital and can’t be rescanned. This makes it much costlier to remaster this TV show, which is one of the reasons why it hasn’t happened.

Fascinating methodology, and the results speak for themselves. Amazing work.


  1. 2019-03-21 10:01 pm
    • 2019-03-22 10:13 am
      • 2019-03-22 11:48 am
  2. 2019-03-22 3:41 am