LemonVarities: A comprehensive image dataset to classify rotten and multiple types fresh lemon

This dataset is prepared for publishing in Data in Brief in order to contribute to the AI and Agriculture research field. The dataset comprises 1,956 Original and 43,000 Augmented images. Two major classes, such as Fresh and Rotten Lemon available, where fresh lemon has 7different sub classes. The types of seven lemon are Meyer lemon, Eureka lemon, Citron lemon, Assam lemon, Desi kagzi type-1 and type-2 lemon, and Elachi lemon. The dataset is not balance which helps AI researchers to think differently, apply their idea and knowledge to overcome AI weaknesses. The pixel size of each image is 900*1200, which reflects the perfect quality to have detailed features about images.