Is giant panda a proper noun?

No, the compound noun 'giant panda' is a commonnoun, a general term for a breed of animal.

A proper noun is the name of a specific person, place, or thing; for example, the character Po in the movie "Kung Fu Panda" or Mei Xiang who lives at the National Zoo in Washington DC.