How do I convert MP3 files to MIDI?

[Gojira Fan (Anti Jonas)]

I know it is possible to convert MIDI to MP3, but how on earth do I do it the other way round? Is it possible? What software do I need?
Please explain this to me simply, as I'm too stupid to understand anything technical.