Yes, and no. When people talk about eyelets, they frequently refer to the holes created in the fabric. You can hear about "eyelet fabric," but this refers specifically to its design.  Generally, eyelet fabric is made of cotton alone, or cotton blended with another fabric. Even so, it's not uncommon to find eyelet fabric made of silk, jersey, or leather.