FootballAnalysis/footballanalysis ? reverse-engineered prompt

Reverse engineered prompt

Build me a football analysis toolkit in Python that brings together the main parts of this project in a clean, usable way.

I want it to handle soccer videos and images for a few practical tasks, like detecting match events from video, spotting key words from reporter audio, transforming a field view into a top down view, creating a bird’s eye style view, and overlaying virtual ads onto the pitch. It should also include simple ways to work with the datasets already in the repo, and make it easy to run each module on its own or as part of a bigger workflow.

Please keep the interface straightforward, with clear inputs and outputs for each feature, and add a simple demo or example for each one so I can see it working. If anything is unclear, look up the current docs or best practices online and wire it up sensibly. Also make sure it is easy to run from the command line and easy to understand for someone who is not deep into computer vision.