Star Trek Deep Space 9 S01 Ai Upscale 4k 2020 «Fully Tested»

Here is everything you need to know about this innovative fan project, from its technical foundations to how you can create or watch it for yourself.

In 2020, several independent fan projects utilized to bridge the gap left by the absence of an official HD remaster for Star Trek: Deep Space Nine

Context

Dax checked the logs. “The AI pulled it from a temporal probability matrix. It says that figure has a 0.003% chance of being real. But… it’s not an error. It’s a echo.” star trek deep space 9 s01 ai upscale 4k 2020

The creator experimented with a wide variety of models and settings before settling on a preferred workflow. The process involves not just a single pass through an AI upscaler but a multi-step pipeline incorporating several free tools:

Often preferred for a more conservative upscale that retains more original film noise but avoids "plastic" looking AI artifacts.

Interlacing and Telecine: DS9 was edited at 29.97 frames per second on tape but shot at 24 frames per second on film. Editors had to inverse-telecine the footage back to its original progressive film frames before running the AI, or risk creating horrific "comb" artifacts. Here is everything you need to know about

Using models like Artemis, Gaia, or Theia (in Topaz) to reconstruct facial lines, fabric textures on Starfleet uniforms, and the intricate metallic hulls of the Cardassian station.

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“Dax to Sisko,” she said, tapping her badge. It says that figure has a 0

For fans looking to dive deeper into the world of Star Trek: Deep Space Nine, we recommend checking out:

This meant that even if Paramount wanted to scan the original film reels today, they would have to:

While impressive, these 2020 upscales are not perfect. As discussed in this AI upscale guide , AI is making "educated guesses."

Paramount faced a financial hurdle: remastering DS9 properly would require rescanning the original 35mm film negatives and re-doing all the visual effects shots from scratch—a multi-million dollar endeavor that, due to the mixed sales of The Next Generation Blu-rays, the studio was unwilling to fund.

Converting the 480i DVD sources into clean 24 frames-per-second (fps) progressive video.