The fingerprint collection happens mostly using client-side JS (a bit of server side with HTTP headers, but the really high entropy stuff is client side).

Conceivably you could develop some sort of heuristic that detects when a script is simultaneously poking at a whole bunch of APIs associated with common fingerprinting techniques (canvas capabilities, WebGL, screen size, installed fonts, etc) and then kill it. But it is certainly much harder than blocking cookies.