No AI upscale is perfect, and the 2020 project had its critics. Because AI works by prediction, it sometimes makes mistakes—often called "artifacts." These can manifest as weirdly smoothed faces in the background, hair that looks like plastic, or text on LCARS screens that is illegible or hallucinated incorrectly.
Why does the year matter? Because 2020 was the year we all lived on a Deep Space Nine. Quarantined. Isolated. Dependent on shaky supply lines. Watching Kira Nerys rage against a system that failed her felt less like sci-fi and more like a news feed. Watching the "Duet" episode (S1E19) in 4K, where Marritza’s tears are so sharp they cut the screen—that was the catharsis of a locked-down world. star trek deep space 9 s01 ai upscale 4k 2020
, successfully addressed the "washed out" colors of the DVDs, providing a more vibrant and modern palette. Comparison Table: 2020 Key Projects I'm watching 'AI upscaled' Star Trek and it isn't terrible No AI upscale is perfect, and the 2020
Watching "Emissary" in the 2020 4K upscale is a religious experience. The opening sequence—a zoom out from the wormhole to the golden desert of Bajor—finally looks like it belongs in the 21st century. Because 2020 was the year we all lived on a Deep Space Nine
utilized early machine learning tools to bypass the limitations of 480i DVD source material. Review: DS9 Season 1 AI Upscale (4K/HD Projects) Visual Fidelity & Clarity The "Veil" Lifted
Season 1 is the perfect candidate for this treatment. It has a very specific, dark aesthetic that often looked muddy on DVD. When upscaled using 2020-era neural networks: