Face Sketch Construction and Recognition for Forensic

Face Sketch Construction and Recognition for Forensic

Vedananda D E1, Ankitha C2, Bhoomika K S3, Ganavi A C4, Harshitha M5

1, 2, 3, 4, 5Department of Computer Science and Engineering, JNN College of Engineering, Shimoga, Karnataka, India

Abstract: Face Sketch Construction and Recognition for Forensic project is platform aimed at assisting law enforcement in suspect identification. It provides a user-friendly drag-and-drop interface for constructing accurate facial sketches without requiring forensic artists. The system uses deep learning algorithm to match sketches against criminal databases, ensuring reliable and timely results. Designed to address the challenges of traditional forensic methods, it enhances the efficiency and accuracy of criminal investigations. By integrating technology with forensic science, this project contributes to improved suspect identification processes, supporting law enforcement in solving crimes more effectively and ensuring public safety.

Keywords: Face Recognition, CNN, Face Embeddings, Feature Extraction, Face detection, Euclidean Distance, Thresholding, Face construction, Drag and drop interface.