The increasing demand for local Sunkist oranges, especially during certain periods, has led to a growing need for an accurate and efficient fruit sorting process. Manual sorting methods are prone to classification errors, which may result in distribution losses, reduced fruit quality, and potential health risks to consumers. Therefore, this study aims to develop an automatic quality identificat…