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While Reichard demonstrated the concept, the most methodical and documented effort of 2020 was the Deep Space Nine Upscale Project (DS9UP) , led by Joel Hruska at ExtremeTech. The goal of DS9UP was simple but ambitious: to create a version of Deep Space Nine worth watching in the modern era of 4K and HD televisions and monitors.
Expanding the rec.601 (SD) color space to better fit rec.709 (HD/UHD) dynamics, deepening blacks, and correcting the notorious red/magenta push of the DS9 DVDs.
Since The Next Generation remaster failed to generate a significant profit on physical media, Paramount indefinitely shelved plans to give DS9 the same treatment. Fans were left with standard DVDs that looked washed out, muddy, and plagued by interlacing artifacts on modern 4K TV screens. 2020: The Perfect Storm for AI Video Upscaling
The pursuit of the "best" 4K AI upscale for Star Trek: Deep Space Nine
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Many of these community projects paired the 4K video with the uncompressed 5.1 surround sound audio tracks lifted from the DVDs, offering a definitive home theater experience. The Legacy of the DS9 AI Upscale Movement
In 2020, machine learning software reached a tipping point. Programs like Topaz Video Enhance AI (now Topaz Video AI) allowed hobbyists and video editors to reconstruct lost details in low-resolution video footage.
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Before the AI could even look at an episode like the pilot, "Emissary," creators had to fix the foundational video issues. star trek deep space 9 s01 ai upscale 4k 2020 best
You can finally see the weave of the Starfleet jumpsuits.
. While official Paramount remasters remain financially locked away in the alpha quadrant due to the millions of dollars required to rebuild standard-definition CGI, independent creators have used machine learning to take matters into their own hands. The year 2020 marked a historic explosion in these efforts, as advanced neural network software finally became capable of hallucinating lost details.
: The battle of Wolf 359 benefits immensely. The explosions lose their blurry haloing, and you can actually read the registry numbers on the hulls of the doomed Starfleet ships.
In 2020, independent creators and digital restoration hobbyists tackled Star Trek: Deep Space Nine Season 1, delivering 4K AI upscales that shocked the fandom. Years later, those specific 2020 renders remain the benchmark for watching Captain Sisko’s early days in Ultra-High Definition. While Reichard demonstrated the concept, the most methodical
The 2020 workflow often included a color grade pass to fix the "yellowish" tint common in 90s NTSC transfers.
Several community members tackled Season 1 in 2020, with creators like "CaptRobau" and others setting the gold standard. These specific 2020 releases remain the best iterations for several reasons: 1. Reclaiming the "Emissary" Pilot
To appreciate the 2020 AI upscaling revolution, one must understand why the original master files look poor today.
Prior to 2020, traditional upscaling relied on "interpolation." Software would look at existing pixels and stretch them, creating a smeary, plastic look. Since The Next Generation remaster failed to generate