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 …

In the field of agriculture and food processing, quality evaluation is a significant parameter to
increase benefits and accommodations for individual life. The presence of diseases and …

Automatic classification of food freshness plays a significant role in the food industry. Food
spoilage detection from production to consumption stages needs to be performed minutely …

India is the second largest producer of fruits after China. Due to the lack of skilled workers,
30–35% of the harvested fruits is wasted. Again, because of human perception subjectivity …

In agriculture science, automation increases the quality, economic growth and productivity of
the country. The export market and quality evaluation are affected by assorting of fruits and …

Fruit category identification is important in factories, supermarkets, and other fields. Current
computer vision systems used handcrafted features, and did not get good results. In this …

Automated fruit image classification is a challenging problem. The study presented (in this
paper) analyzes the effectiveness of transfer learning and fine tuning in improving …

Recent advances in computer vision have allowed broad applications in every area of life,
and agriculture is not left out. For the agri‐food industry, the use of advanced technology is …

Classification of various types of fruits and identification of the grading of fruit is a
burdensome challenge due to the mass production of fruit products. In order to distinguish …

This work researched apple quality identification and classification from real images
containing complicated disturbance information (background was similar to the surface of …