In this study, series networks (AlexNet and VGG-19) and directed acyclic graph (DAG)
networks (ResNet-18, ResNet-50, and ResNet-101) with transfer learning were employed to …

Having the advantages of speed, suitability and high accuracy, computer vision has been
effectively utilized as a non-destructive approach to automatically recognize and classify …

Fruit classification is a vital task in many industrial contexts. The automated fruit classification
system is becoming more and more important in the food-processing sector. In this paper …

With the advancement of computer vision techniques, image classification is being applied
in many areas now. Convolutional Neural Network (CNN) has been very successful in …

With the continuous innovation and development of technologies for breeding varieties of
fruits, there are more than 8000 varieties of apples in existence. The accurate identification …

Explainable artificial intelligence has been extensively studied recently. However, the
research of interpretable methods in the agricultural field has not been systematically …

The appearance or external features is one of the important aspect, it impacts the
consumer's market value, desires, and choice but also, to a certain degree, its internal …

The innovation of germplasm resources and the continuous breeding of new varieties of
apples (Malus domestica Borkh.) have yielded more than 8000 apple cultivars. The ability to …

Dragon fruit, known for its rich antioxidant content and low-calorie attributes, has garnered
significant attention as a health-promoting fruit. Its economic value has also surged due to …

Image datasets acquired from orchards are commonly characterized by intricate
backgrounds and an imbalanced distribution of disease categories, resulting in suboptimal …