Chess by the Roadside

I stumbled across this photo on Flickr. It's a street scene somewhere in RP, although it's not exactly clear from the photographer where in The Philippines it is. Can you solve the puzzle?

In case you need reminding of how the pieces work or their relative values, then this article might help!