https://www.poeticoding.com/fine-tuning-yolo-to-watch-soccer-matches/

Since the YOLO library now supports custom models, I created a guide showing how to fine-tune YOLO models for your specific use cases. The guide demonstrates transforming a generic 80-class detector into a specialized system (using soccer match analysis as an example) and integrating it with the Elixir YOLO library.

This fine-tuning approach applies to various industries where domain-specific object detection is needed - sports analytics, manufacturing QC, etc.