iPhone X Face ID hits people with surprise, people starting to realize through AI Deep learning their face is much more unique and accurate than their fingerprint.
But what some people don't realize is the reason why iPhone X facial recognition works is that it's only detecting you or not you, therefore it is at much higher accuracy than using AI to detect multiple target.
We've built a platform that shows how the AI works on Jetson, using all the default camera that came with the development kit. This project can be extended to using facial recognition to unlock deadbolts, record entries, turn on different light themes, and many others.
We've trained the entire network on caffe, reaching more than 99% accuracy with "me or not me" method. Additional radar (Walabot) will be added to the project to make sure that an image can not pass the test.
We will be writing up the full guide on how to build this project with unlocking deadbolts on https://www.hackster.io/Nyceane/ai-face-recognition-lock-7a3e43