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 …

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 …

Fast and precise fruit classification or recognition as per quality parameter is the unmet need
of agriculture business. This is an open research problem, which always attracts …

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 …

This paper presents the recent developments and application of image analysis and
computer vision system in an automatic fruit recognition system. It is essential to throw light …

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 …

Smart imaging devices have been used at a rapid rate in the agriculture sector for the last
few years. Fruit recognition and classification is noticed as one of the looming sectors in …

In India, demand for various fruits and vegetables are increasing as population grows.
Automation in agriculture plays a vital role in increasing the productivity and economical …

The deep learning techniques have been playing an important role in the identification and
classification problems such as diseases in medical science, marketing in the industry …

Fruit recognition using Deep Convolutional Neural Network (CNN) is one of the most
promising applications in computer vision. In recent times, deep learning based …