Predicting the Stages of Banana Ripeness by CNN

Bananas are one of the most popular fruits in the world. Bananas are a terrific source of energy; they fill you up. In any sport, bananas provide you more energy. They are a nutritious source of potassium, vitamin B6, vitamin C, and fiber. There are many different kinds and sizes, and their colors span from green to yellow. One of the cheapest fresh fruits is this one. The ripeness of banana fruit usually determines how good it tastes and how much it costs on the market. This research aims to forecast the ripening stages of bananas, including unripe, ripe, and overripe classifications. The classification of the banana would not have been achievable with perfect accuracy and precision without the invention of the convolutional neural network.