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Bringing DS9 into the HD Era: The AI Upscale Boom of 2020–2021 For years, Star Trek: Deep Space Nine
This creator released a 960p version, arguing that 1080p or 4K offered "diminishing returns" because the AI is essentially "guessing" details that aren't in the source; a lower target resolution helped prevent the AI from "guessing wrong" in a noticeable way. star trek deep space 9 s01 ai upscale 1080p 2020 2021
During this two-year window, several distinct fan projects emerged, most notably the "Captain.AI" project and various derivatives found on torrent sites and fan forums. Bringing DS9 into the HD Era: The AI
When CBS remastered The Next Generation , they had to physically rescan the original film and rebuild every episode from scratch—a process that cost millions and, reportedly, did not yield the sales figures necessary to justify doing the same for DS9. Consequently, official streams on platforms like Amazon Prime or Netflix merely upscaled the blurry tape masters, resulting in a "soft" image with jagged edges and muddied textures. S01 AI upscale 1080p 2020 2021 Most upscale
Most upscale projects began with the Dominion War arc (Seasons 5-7). But the project focused on the first season for three reasons:
The existence of these high-quality 1080p AI upscales has put pressure on Paramount. With the release of Star Trek: Picard Season 3—which featured the return of the DS9 crew in full 4K glory—fans have been louder than ever about wanting the original series restored.
It wasn't a perfect science. The 2020-2021 upscales highlighted a controversial issue regarding special effects. Because the space battles in DS9 were rendered on tape, upscaling them often yielded mixed results.