MODERN METHODS OF IDENTIFYING INDIVIDUALS BASED ON EXTERNAL SIGNS

In modern times, identification of an individual based on external signs is carried out using biometric technologies, artificial intelligence and deep learning methods. Facial recognition, retinal and fingerprint scanners, as well as non-verbal indicators such as gait analysis and body language are widely used in this field. These technologies play an important role in law enforcement agencies, security systems and social identification. At the same time, ethical and privacy issues are also becoming relevant, as the protection of personal data is of great importance. In the future, the development of artificial intelligence in this area will lead to the emergence of more accurate and faster identification methods.