My gf tried something similar in bangkok siam square for less than 10 sgd 1-2 years back. quality wise not really very good due to the cheap nail paint they used (i think).
But the picture that comes out from the machine is quite nice.
Machine doing the airbrushing:

Finished product (the circled part), the rest were done by human:
