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Identifying criminals based on eyewitness descriptions traditionally relied on hand-drawn sketches.However, in today's modern era, this method lacks efficiency and speed.Previous applications attempted to address this issue but were limited in features, platform-specific, and faced accessibility challenges due to outdated technologies.To overcome these obstacles, we propose a novel solution.Our project aims to provide a user-friendly platform for law enforcement agencies, enabling authenticated users to create face sketches directly from their browser without requiring specialized training or artistic skills.This platform offers high accessibility and cross-platform compatibility, eliminating the need for installation processes.Users can select from various facial features to construct a composite sketch or upload their own hand-drawn sketches for comparison with the criminal database.Utilizing a drag-and-drop interface, the application allows users to easily create sketches using a variety of facial elements.The generated sketches are then compared with the law enforcement database using the DeepFace facial recognition library for Python.Upon identifying a match, notifications are promptly dispatched to all police stations.
Dixit et al. (Tue,) studied this question.