Surely it will, the crowd will get curious about whatever bitcoin is when they see this ATM machine standing in one corner, they'll get curious about whether what is about bitcoin and they're gonna do some research about it for sure.
For me, yes I'll consider buying bitcoin at an ATM to try it out but won't do it very often because im sure prices will surely be higher than exchange price for the manufacturer to profit.