How to remove paint?

So, I'm currently repainting my room. I'm trying to do stripes, but I didn't mix the paint well enough and it's peeling when I peel off the tape. If I rub it, it comes right off. I need an easy way to take down the paint so I can redo the stripes. Help?
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