Tried to draw an alpha but it didn't get it.

So far I haven't tried Shapecatcher a lot but I think that http://detexify.kirelabs.org/classify.html works much better. Detexify is of course only for LaTeX symbols and doesn't do unicode.

To be useful Shapecatcher needs to become better at recognition.