Since it is a large project, I would sew it on. Possibly you could use the industrial strength Velcro adhesive back. it just all depends on the project. Outdoor indoor? Wearable, home décor. One thing for sure and I'm sure you wouldn't do this is to try to reinforce the adhesive back by sewing it on. Also be careful what you adhere it to.