Diabetes Is A Disease Which Occurs When The Pancreas Does Not Secrete Enough Insulin Or The Body Is Unable To Process It Properly. The Diabetic Retinopathy (DR) Is A Complication Of Diabetes That Is Caused By Changes In The Blood Vessels Of Retina. The Symptoms Can Distort Or Blur The Patient’s Vision And Are The Main Causes Of Blindness. It Causes 45% Of The Legal Blindness In Diabetes Patients. This Paper Provides An Automated Diagnosis System For DR Integrated With A User-friendly Interface. The Grading Of The Severity Level Of DR Is Based On Detecting And Analyzing The Early Clinical Signs Associated With The Disease, Such As Microaneurysms (MAs) And Hemorrhages (HAs). Based On The Number And Location Of MAs And HAs, The Severity Will Be Graded Into Four Scales, I.e. Normal, Mild, Moderate, Or Severe
