In this research, 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). Proposed system robustly segments and classifies Acute Myelogenous Leukemia.