An aberrant cell disorder called cancer/tumor causes uncontrollably dividing abnormal cells that eventually destroy body tissue. One type of cancer brought on by the unchecked expansion of malignant cells in the brain is the brain tumor. Future prognosis and treatment planning depend on accurate tumor segmentation and classification. In the beginning, X-rays and CT scans were utilized to check for brain tumors. The use of MRI was made possible by the use of CT scans, which offer a radiographic phenotype of the tumor and have been utilized to extract and analyze quantitative imaging data.