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Purpose: The development of automated maize seed grading systems is essential for enhancing the efficiency and effectiveness of maize production and marketing in Ghana. Local Ghanaian maize varieties have unique characteristics that need to be considered when designing these systems. By implementing automated grading, we aim to improve the quality control, reduce labor costs, and increase the competitiveness of Ghanaian maize in the market.