CNN'S PREDICTIVE STAGES OF BANANA RIPENESS

Abstract

One of the most popular fruits in the world is the banana. A banana gives the body fullness and is a terrific source of energy. In all sports, bananas are a great source of energy. They are a nutritious source of potassium, fiber, vitamin B6, and vitamin C. There are numerous varieties and sizes, and they typically range in hue from green to yellow. It's among the cheapest fresh fruits. The market price and eating quality of banana fruit are typically impacted by its ripeness. The goal of this research is to forecast the ripening stages of bananas, including unripe, ripe, and overripe. Without the development of the convolutional neural network, banana categorization would not have been feasible with full accuracy and precision.