Have you watched the AI upscale of DS9’s first season? Does it hold up against the original SD broadcast? Share your thoughts in the comments below.
The show relied heavily on early CGI. To remaster it, every space battle would need to be completely re-rendered or recreated from scratch.
The Ultimate Viewing Experience: The Phenomenon of Star Trek: Deep Space Nine 1080p AI Upscales
To understand the impact of the 2020–2021 upscale projects, it helps to understand why DS9 looks the way it does on streaming platforms and DVDs. star trek deep space 9 s01 ai upscale 1080p 2020 2021
It removes the, often excessive, film grain and interlacing artifacts common in 90s TV recordings. The 1080p Target
While these projects significantly improved sharpness and reduced "fuzziness" on modern screens, they faced inherent technical walls:
The idea that fans, rather than a major studio, could upscale an entire television series began to take root in early 2019. The first major proof-of-concept came from a fan known as CaptRobau, who was already using an AI image upscaler called Gigapixel AI for a Final Fantasy VII mod project. On a whim, he applied the same technique to DS9, and the results were surprising. While not a perfect remaster, the AI-enhanced clips were noticeably cleaner, sharper, and more detailed than the original DVDs. CaptRobau processed a few minutes of footage from the fan-favorite episode "Sacrifice of Angels," demonstrating that an AI-trained neural network could make educated guesses to fill in missing detail, effectively breathing new life into the old video. Have you watched the AI upscale of DS9’s first season
During the 2020–2021 period, fan-led AI upscaling projects for Star Trek: Deep Space Nine
Revitalizing the Promenade: The Journey of Star Trek: Deep Space Nine Season 1 AI Upscale (1080p 2020-2021)
This left DS9 trapped in standard definition (SD), specifically 480i NTSC. Enter the online fan community. Between 2020 and 2021, advancements in artificial intelligence and machine learning democratized video remastering. A dedicated community of videophiles and software enthusiasts took matters into their own hands, using AI upscale tools to convert DS9 Season 1 into glorious 1080p high definition. Why Official Remastering Failed (And AI Succeeded) The show relied heavily on early CGI
Several dedicated groups and individuals released full-series upscales during this period, each using different methodologies:
Before AI could even touch the pixels, creators had to inverse-telecine and deinterlace the footage to recover a progressive 23.976 fps frame rate. Clean deinterlacing prevented the AI from interpreting interlacing lines as actual image detail. 2. Neural Network Models (Artemis and Gaia)