Forensic Facial Renderings: Sketching and Matching

A crucial component of forensic science is facial representation, which makes it easier to identify criminals from eyewitness accounts. This study examines a technologically advanced method of facial matching and forensic sketching that combines deep learning and conventional image processing techniques. To improve facial sketch matching against a criminal database, the system uses neural networks, a drag-and-drop JavaFx interface, and sophisticated feature extraction. An analysis of this method shows encouraging accuracy and efficiency results, suggesting that it may be able to overcome the limits of conventional forensic drawing