What actually happens when a photograph is animated
A still photograph holds one instant. Everything a clip needs that the instant did not contain has to be produced from scratch: the frames on either side of it, the parts of the body the pose was hiding, the way fabric falls when an arm moves, the background that was behind the person before they stepped in front of it. The model is not extending the photograph. It is building a short sequence that is consistent with it.
That is why the picture matters more than the preset. A photograph that already contains most of what the action needs leaves very little to invent, and the result looks like the person in the picture doing the thing. A photograph that leaves out the legs a dance needs, or hides an arm behind a body, hands the model a much larger job, and every part of the job it does from scratch is a place the likeness can slip.
Nothing in this is a defect of one app. It is what image to video generation is, across every tool that offers it, and knowing it up front is the difference between a result you keep and a result you delete.























































































































































































































































































