The full documentation of ftfy is available at ftfy.readthedocs.org. The documentation covers a lot more than this README, so here are some links into it: Does this sound impossible? It's really not.
Here are some examples (found in the real world) of what ftfy can do: ftfy can fix mojibake (encoding mix-ups), by detecting patterns of characters that were clearly meant to be UTF-8 but were decoded ...