Topaz Labs video (and image) enhancement

Topaz Labs makes AI enhancement/restoration models delivered three ways: the desktop apps (Topaz Video AI, Gigapixel, Photo AI), and the Topaz Platform REST API (api.topazlabs.com) which exposes the same model families for programmatic, batch, and pipeline use. This skill is about applying the models to solve concrete footage problems and about driving the API inside an automated pipeline. When a task is a one-off manual cleanup, the desktop app is usually faster; when enhancement is a repeatable stage in a generate → enhance → deliver pipeline, use the API.

Enhancement is a repair and finishing operation, not a creation operation. It cannot add information that was never plausibly there; it can only reconstruct, interpolate, or invent detail. Every model on this page trades some fidelity for some apparent quality, and the whole discipline is choosing the trade that matches the footage and the deliverable.