Apple damages classification: Using the best convolutional neural network to discard low surface quality fruit in packing plants

Key Points

• Low surface quality fruit can be effectively identified by advanced image processing methods, enhancing selection accuracy.
• Convolutional neural networks demonstrate a notable increase in classification performance, with a marked drop in misclassified fruit.
• Employing these algorithms in packing plants optimizes workflow and reduces waste during the sorting process of apples.
• Highlights the importance of advanced technology in enhancing food packing and distribution efficiency.