Introduction The world of embroidery is experiencing a technological shift. For decades, the process of turning a digital image into a machine-readable file remained largely unchanged. It required a skilled human digitizer to manually plot every stitch, a process that was time-consuming and expensive. But now, a new player has entered the field: artificial intelligence. Artificial...