The methodology for developing a weed detection system using OneAPI technology involves several key concepts, principles, elements, and components. Concept: The main concept behind the methodology is to develop a system that can accurately detect weeds in agricultural fields using OneAPI technology. This system will leverage machine learning techniques to identify weeds, enabling farmers to make informed decisions about weed management and reducing crop loss. Principles.