A procedure which has a tendency to find the micro aneurysms and hemorrhages in shading color fundus picture utilizing computerized or semi-mechanized divisions for vein division in fundus structure upheld by a discriminatively prepared, completely associated contingent irregular field demonstrate. Since it has high exactness it is prudent and checks by its size thus utilized as a part of early discovery, analysis and treatment. Since Image division assumes a basic part in numerous therapeutic applications. The objective of this research or to conquer the issue a restrictive irregular field demonstrates with a ton of open possibilities, exploiting ongoing outcomes sanctionative intelligent reasoning of completely associated models for all intents and purposes continuously. The proposed framework method which is a six stage process from spatial adjustment till classification is expected to improve the information pictures taken for activity. By following this sort of system early recognition of the variations from the norm made without the loss of the blood tests every last time that happens while checking for the irregularity. The outcomes show the solid execution of the proposed strategy in recognizing the micro aneurysms and hemorrhages in fundus pictures of various determination and quality and from various securing frameworks. Additionally work concentrating on splendid injury and neo vessel location will finish the proposed framework effectively than other existing methods.