We investigated machine learning-based joint banknote recognition and copyright detection method. Unlike existing methods. since the proposed method simultaneously recognize banknote type and detect copyright detection. it is significantly faster than existing serial banknote recognition and copyright detection methods. https://mabelandfoxs.shop/product-category/learning-cards/