The "Watercolor" Effect: In backgrounds or low-light scenes, the AI can sometimes smooth out details too much, making faces look painted or waxy.
Before 2020, upscaling was mostly "interpolation"—software just guessing where pixels should go, often resulting in a waxy, blurry mess. The emergence of (now Topaz Video AI) changed everything.
It strips away the muddy compression artifacts present on the 90s DVDs without destroying the underlying picture. Why Season 1 Benefited the Most
In some early 2020 renders, fine text on computer monitors (LCARS screens) became garbled as the AI tried to turn unreadable pixels into recognizable letters. Similarly, organic shapes like alien faces can occasionally take on a slightly plastic, overly smoothed "waxy" appearance if the settings are pushed too aggressively. star trek deep space 9 s01 ai upscale 4k 2020 top
To understand the AI upscale revolution, you must understand why Paramount never remastered DS9. The Costly Celluloid Dilemma
As one project leader noted, "Paramount has announced they have no intent to change this... Anyone who wants a better version of the show, therefore, is going to have to create it themselves".
To understand why the 2020 upscale was such a breakthrough, one must recall the pain of watching DS9 in the 2010s. Streaming services and DVDs presented a soft, interlaced, low-bitrate nightmare. The space battles looked like pixelated blobs. The intricate Cardassian architecture of Terok Nor was a smear of gray. CBS (now Paramount) had no incentive to fix it. The "Watercolor" Effect: In backgrounds or low-light scenes,
Sisko leaned closer. He pointed to a tiny, almost invisible patch on the upper pylon. “That’s a plasma burn from a Cardassian freighter that docked six years ago. I saw the maintenance report. It’s in the right place, down to the centimetre.”
The Promenade of DS9 benefits immensely. The Cardassian architecture looks heavy, industrial, and distinctly textured, revealing details in the background alien signage that were previously unreadable. 4. Color Grading and Audio Integration
DS9 was captured on 35mm film, but the visual effects, editing, and final compositing were completed on Standard Definition (SD) NTSC videotape. It strips away the muddy compression artifacts present
Because DS9 didn't enjoy the same massive syndication success as TNG, the studio deemed the multimillion-dollar investment too risky. The 2020 AI Upscale Revolution
If you are searching for this file, make sure the metadata lists a bitrate of at least 15 Mbps for video. The "Top" versions typically hover around 18-25 Mbps variable. Watch for a file size of roughly 3-4 GB per episode. Anything smaller is likely a re-compressed fake.