Comment by longtermd

You should collaborate with https://skribbl.io/ -- they probably have the largest scribbling dataset in the world, and have it labelled correctly + "how many % people do actually recognize this THING as what it is meant to be, as drawn by another being?" It's hard to think of any better dataset.