DeepNude was a desktop program that was pulled in 2019. The name outlived it and now stands for the whole category, so people searching for it are usually looking for whatever came next. This is what came next, and how it differs.
The 2019 program ran one small model on one machine and produced a flat, obviously wrong image on anything but a narrow range of photographs. Current models are much larger, run on rented graphics cards, and keep skin texture, lighting and body proportion close enough that the failures are in the details rather than the whole picture.
The second change is motion. A still was all the original could do; the same upload here can become an eight-second clip, which is a harder problem because the face has to survive two hundred and forty frames without turning into somebody else.
Hands are the usual culprit, then anything crossing the body: an arm, a strap, a bag. Patterned fabric confuses the model about where the body ends. Two people in frame means it has to decide who the subject is, and it often decides wrong.
None of this is fixed by paying more or waiting longer. It is fixed by a better source photograph: one person, square to the camera, even light, nothing in front of the torso.
Uploads are checked for apparent age before anything renders, and the check fails closed. The person in the photograph has to be an adult who agreed. There is a removal route for anyone who finds themselves here, answered by a person within 48 hours.
These are not decorations. The category exists under real legal pressure, and the sites that ignore this part are the ones that disappear between the day you bookmark them and the day you come back.
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