Designing photo-to-video workflows around roles, scenes and honest previews

Photo-to-video tools have a deceptively simple interface: upload a picture, pick an effect, and press Generate. The harder product question is what the uploaded picture is supposed to control. I maintain AI Baby Dance. Its Hotel Lobby, Tiny Desk AI and Vikas Editor workspaces take three different approaches to that question. This is a walkthrough of their current workflows and the differences worth checking before generating a video. Start with the scene, then assign the photos A portrait is an identity reference, not a complete description of a performance. A useful interface needs to make th
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