One easier way to detect (without jamming afterwards), for iOS at least, is to install the "Fing" app, connect to the wifi and scan the network. Then you will know the connected devices and their names. Chances are that cameras will have easy to recognize names on them. EDIT: you'll get the MAC address too, so you can compare if they match camera companies.
Nmap. You want nmap.