In the medical world, especially in Iran, the blood cells counting and the diagnosis of a healthy or diseased cell occurs through the eye, not without defects. The most important defects of this work are waste of time and human error. We can do this automatically. This research counts cells automatically in order to determine the exact extent of the disease. Thus, we process the images of the cells, called the cell colony, identify the cells and separate from the colony. We store each of these cells as an image after separation. We process the stored images, calculate and examine their disease. We divided the tested images into three categories based on quality: Easy, Medium and Hard. We processed the images of each category, which have different results.