Deep learning techniques haven been the efficient artificial intelligence techniques that is
being used for developing models for autonomous feature extraction, classification and …

Identification and classification of fruits of different qualities are vital for fruit industries.
Traditional techniques, such as visual inspection of fruits by handpicking, are time …

Abstracts Fruit quality is determined by multiple complex traits, which are difficult to diagnose
by simple criteria and often require expert skills with a long experience. Nevertheless …

Fruit classification is crucial in various industries. This hierarchy helps vendors in different
supermarkets to identify the species of fruit and also influences the pricing accordingly. The …

Due to the rapid emergence and evolution of AI applications, the utilization of smart imaging
devices has increased significantly. Researchers have started using deep learning models …

Pattern classification has always been essential in computer vision. Transformer paradigm
having attention mechanism with global receptive field in computer vision improves the …

Classification of fruits is a growing research topic in image processing. Various papers
propose various techniques to deal with the classification of apples. However, some …

BACKGROUND In the contemporary food industry, accurate and rapid differentiation of
oolong tea varieties holds paramount importance for traceability and quality control …

Early diagnosis and accurate identification of apple tree leaf diseases (ATLDs) can control
the spread of infection, to reduce the use of chemical fertilizers and pesticides, improve the …

Diseases cause huge economic loss to the apple industry every year. Timely identification of
these diseases is challenging for the farmers as the symptoms produced by different …