Recognized the fruit where the Convolutional Neural Network will predict the name of the fruit given by its image. Collected the dataset through Kaggle and will trained the network in a supervised manner where images of the fruits will be the input to the network and labels of the fruits will be the output of the network. After successful training, the CNN model will be able to correctly predict the label of the fruit.