This paper presents a dataset of 4507 annotated images of African plums collected across diverse regions in Cameroon. marking the first dataset specifically designed for AI-driven quality assessment of this fruit. The dataset is categorized into six quality grades: unaffected. bruised. https://jalyttlers.shop/product-category/dressing-stool/