techniques could classify leukocytes and categorize them into 2 major types which are Lymphoid stem cells and Myeloid stem. The experiment results showed that the performance of identification leukemia. The features are extracted from the segmented images and classified using the Support Vector Machine (SVM). The method has been evaluated using a set of 100 images. Proposed system robustly segments and classifies Acute Myelogenous Leukemia