I suspect it depends on how much of a living you want to make. But with the right business plan, location, traffic, demographic, it could be successful.
I was in a quilt shop yesterday that has both quilt/fabric products and a line of machines. This lets them offer classes for both the sewing/quilting and embroidery enthusiasts.