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Re:DoNotSnap – An experiment in detecting DoNotSnap badges i... by sillysaurus3 on Thursday October 20, 2016 @04:24AM (#12750561)
Cameras sense the visible spectrum, so unless your face is invisible to people's eyes, it'll be visible in a photo.

There are some cheeky ways to defeat flash photography, but flash photos are pretty rare.

Re:DoNotSnap – An experiment in detecting DoNotSnap badges i... by danjc on Thursday October 20, 2016 @04:56AM (#12750703)
Camera's do pick up infrared. Look at the infrared LED on a remote control (while pressing a button) through your phone camera.

Incidentally, "night vision" security cameras exploit this by clustering infared LED's around the lens.

So, you could have some kind of head band that shines LED light down over your face I guess!

Re:DoNotSnap – An experiment in detecting DoNotSnap badges i... by danjc on Thursday October 20, 2016 @05:05AM (#12750741)
Or you could spray your face with this - https://www.phantomplate.com/

That would take care of flash photography at least.