Swelling of the eyelids could be caused by hair spray, nail polish, make-up allergy, chemical allergy, animal and plant allergy. Animal allergies are most commonly caused by the household pets. Blepharitis is an annoying reoccurring condition that causes inflammation of the eyelids.