How to use image recognition to see some cards?

I got a little dilemma. If I need to use the camera of a device to detect is there is a certain card, how can I do it? I'm kinda lost. Are the AR tools helpful for this, wich different methods can I use to archieve it?. I preferrable need to do it locally and with as little cpu recources as possible, for optimization, of course.