PlantCity: A Comprehensive Image Based on Multi Crop Leaves disease in Pakistan.

In this work, we present a dataset of 12 crop species Apple, Apricot, Bean, Cherry, Maize, Fig, Grapes, Loquat, Pear, Tomato, Walnut and Persimmons with 52 classes 41 diseases and 11 healthy class. That Dataset include 10667 images and after Augmentation the size of 52219 images, and to avoid overfitting deep learning models, augmentation approaches have been employed to improve the dataset's size and quality. All the dataset have collected in Pakistan from two different districts Chitral and charsadda in real environment. The acquired datasets can be utilized to create several deep learning models for the multiclass crop leaves classification.