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Guide for full stack developers and sysadmins to automate AI-powered facial recognition on Linux using Bash: explains essentials, sets up OpenCV, Python, TensorFlow/Keras, and Docker; provides scripts to install deps, run camera inference, and containerize; covers integration/testing, and stresses privacy, security, updates, and QA for reliable deployments.