Millions of individuals worldwide are afflicted by the infectious disease Tuberculosis (TB), which is critical. For prompt treatment and disease control, it is crucial to identify TB early and precisely from lung imaging. To increase accuracy and reliability, we present a comprehensive strategy for tuberculosis detection, segmentation, feature extraction, and classification in this study