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Modern facial recognition software uses Artificial Intelligence (AI) and machine learning to scan video frames for patterns that match human faces, comparing them against a database to confirm identities.

If you're ready to set up your system, here are the leading open-source and free options currently available: cctv face recognition software free download

Use the SharpAI Aegis desktop app for a simplified, LLM-powered environment setup. LLM-powered environment setup.