This is a Deep learning model which uses Fast Mask R-CNN technique to capture the tumor cells in the evolution stage. The model is a YOLO model and been trained and tested using multiple algorithms. The model is integrated into an application so that the user can upload the MRI image in the application and it can identify the Tumor cells.