This is how iPhone X Face ID work - look at those 30,000 infrared dots visible with IR Video

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 With Touch ID, Apple's fingerprint technology, the chance that a random person could unlock your phone with his or her fingerprint is 1 in 50,000, Apple said; with Face ID, it’s 1 in 1 million.


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Both systems store biometric data locally on the device rather than on a centralized server that could be targeted by hackers. That makes biometrics attractive from a privacy and security standpoint, Avetisov said.
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But Face ID takes facial recognition a step further. It works by relying on an advanced suite of tech — including an infrared camera, flood illuminator, front camera, dot projector, proximity sensor and ambient light sensor — packed into the front of the new iPhone X
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To set it up, hold your iPhone X in front of your face and move your head around slowly. That becomes the stored version on your phone.
To use it, glance at the front-facing camera. The dot projector beams out more than 30,000 invisible infrared dots, and the infrared camera captures an image.
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Apple uses the infrared image and dot pattern and pushes them through neural networks — a kind of machine learning model — to create a mathematical model of your face, and then checks that model against the stored image captured during the setup phase. Once it detects a match, the phone unlocks; Face ID will also work with Apple Pay and third-party apps.

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Face ID is sophisticated enough to work in the dark, and to learn your face under different circumstances — so go ahead and wear those funky glasses or grow that hipster beard.

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