I got this flower headband at Anthropologie over a year ago.
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It was kind of pricey for a headband, so I decided to make my own. I first cut a long strip of fabric about 2'' wide. (the length depends on how full you want your flower to be. You can always cut excess off if you don't need it).
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Then I sewed a line with my longest stitch right down the center.
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Next, I gathered the fabric by pulling on one of the threads.
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Then I folded the strip in half, lengthwise, and sewed the folded edge to a circular piece of felt. (I use a small drinking glass to trace the circle.) I keep sewing until I go around the circle several times, getting closer to the center with each pass.
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I hand sewed the center to finish the flower and then stitch it to a headband or safety pin. And I end up with something that looks a little like this.
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These are really easy to make and kind of addictive. This is my current flower garden, but I end up giving most of my flowers away as gifts.
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If I don't feel like getting out my machine, I just fold and gather the fabric with my hands until it resembles a flower and hand sew up and down the center several times. Super easy.