Image-to-code begins with a visual example and asks a model to infer layout, typography, colors, components and likely interaction patterns. The model then generates source code intended to reproduce the observed design in a target framework or environment.
A screenshot does not reveal hidden states, semantic structure, responsive behavior or business logic. Good workflows combine the reference with written requirements, iterative visual comparison, accessibility checks and functional testing.
It can approximate visible design, but exact behavior and responsive states require additional requirements, assets, inspection and repeated validation.
What information is missing from a screenshot?
A screenshot does not directly show component semantics, keyboard behavior, data flow, hidden states, breakpoints or the logic behind interactions.
