An image to MIDI converter is an online tool that uses artificial intelligence and machine learning algorithms to analyze an image and generate a MIDI (Musical Instrument Digital Interface) file. MIDI files contain musical information, such as notes, tempo, and pitch, that can be played back using digital instruments or software synthesizers.