Tumor Detection or Kidney Carcinoma Tumor is type of Kidney Cancer, which is very hazardous for health. There is a need of a proper analysis on this disease to treat the patients Kidney Tumor. Therefore, we have proposed an intelligent Tumor detection system. The main purpose of this research is to develop and implement an automated method that will help to detect and classify the Kidney Cancerous Tumor by processing Kidney images of Kits 19 dataset. We have used Kidney Tumor Segmentation dataset for testing our proposed methodology, it contains 300 CT-Scans images of Kidney Cancer patients.