If you are looking to explore these community projects or attempt your own upscale, let me know:
: In 2020, the Artemis-LQ (Low Quality) or Artemis-MQ (Medium Quality) models were the top choices for DVD-to-HD/4K transitions because they excel at removing the heavy compression noise found in early DS9 episodes.
When Paramount remastered TNG for Blu-ray, they had to find the original 35mm film negatives.Editors re-edited every episode from scratch and re-rendered every visual effect.This project cost millions of dollars.Because Blu-ray sales were lower than expected, Paramount decided a DS9 remaster was financially impossible. The 2020 AI Upscale Revolution
This is the story of why Paramount abandoned DS9, how a handful of hobbyists used machine learning to drag it into the modern era, and why the "2020 Top" release remains the best version of the show available today. star trek deep space 9 s01 ai upscale 4k 2020 top
The team used a multi-pass system:
Furthermore, low-bitrate CGI (like the Defiant or Jem'Hadar fighters) often remains troublesome, as the AI struggles to distinguish between an alien ship hull and a blocky rendering bug.
Sometimes, background faces can look a little smoothed over, or fast-moving objects might leave a strange ghosting trail. However, the "Top" 2020 releases managed to minimize these errors significantly. The creators understood that the goal wasn't just to make it sharp, but to make it look like film . They preserved the grain structure rather than scrubbing it all away, which prevents the show from looking like a cheap soap opera. If you are looking to explore these community
For decades, Star Trek: Deep Space Nine has been the "problem child" of the franchise when it comes to high-definition viewing. While The Next Generation received a costly, labor-intensive official remaster, DS9 was left behind in the standard-definition era. In 2020, a dedicated fan decided to fix that using cutting-edge AI technology, creating what is arguably the definitive way to watch the series today.
While the live-action footage was shot on high-quality film, all the editing, color correction, and visual effects were composed on video tape at a 480i resolution.
In the original SD, this episode feels like a stage play shot through a dirty window. In the , the interrogation room lighting is crisp. Yulin’s tears are distinct. The claustrophobia of the Cardassian holding cell is palpable. That episode alone justifies the entire project. The team used a multi-pass system: Furthermore, low-bitrate
Because the show was mastered for old tube televisions, the footage is interlaced. Converting this to progressive scan (deinterlacing) without creating "combing" artifacts is incredibly difficult. 3. The "Uncanny Valley" Effect
In 2020, the gold standard for this process was Topaz Video Enhance AI (now Topaz Video AI) .
If you own the DS9 DVDs, you can upscale them yourself using Topaz Video AI.Here is the baseline configuration favored by top 2020 community guides: Rip your DVDs losslessly using MakeMKV.
When done correctly by a top-tier creator, a 4K AI upscale of the pilot episode "Emissary" or classics like "Duet" completely changes the viewing experience.