Python.

Python can coordinate a media workflow across decoding libraries, image tools, tabular analysis, and model requests. It is the programming language around those operations, not one universal frame-processing API. The word frame also has multiple Python-related meanings: a video image, a DataFrame table, or an execution frame used in inspection. Name the library, object, and task when describing an integration. That precision helps a reader understand whether a function manipulates pixels, records metadata, or inspects program state.

The articles here connect decoded images with useful data records. Look for guidance on timestamps, stable identifiers, schemas, and preserving the relationship between a table row and its source asset. The Python and DataFrame topic guide provides the wider map. Start with a small batch that you can inspect manually, then verify that each record opens the correct image. A clean table is only useful when its values and links still describe the media accurately.