I. Introduction
The fundus images are those dedicated to being able to analyze the retina by means of a non-invasive method, for the present work the use of the fundus images from the DIARETDB1 database is used, which has one of the characteristics main, the identification of the pathologies present in the images, as is the case of hard and soft exudates and hemorrhages mainly, from these images we generate the database to implement [1]. Applying these same concepts to medical imaging, we find works that resort to the use and storage of fundus images for the recognition of patterns related to diabetic retinopathy [2].