What does Geo-tagging mean on a Samsung Galaxy S4 Mini?

[adamchrissy]

If geo-tagging is turned on on the Samsung GalaxY S4 Mini
does it show the location on the picture itself?

 

[STARGATE]

I think it will show the location only on meta data, but not on the picture itself.