I tried this with some yellow polyester fabric I had. I cut 7 concentric circles, and it curled pretty evenly. I used tongs instead of a clothespeg.
And being a headband girl, I glued mine onto a headband (you probably can't see it very well in this picture)... I'm still debating whether or not to attach some beads, or a button to the centre.