You can make these flowers with tissue papers or crepe papers.
I got my papers from Mexico and China. You may buy these crepe papers from online craft stores like the one below
by American Girl Ideas
by thefrugalcrafter Lindsay Weirich
by Let's Get Inkie
by How to Make yummy