Remove supports with a pair of needle nose pliers. Pliers with grooves on the ends (for gripping) are best. Grab as few support pieces as close to the part as possible and give them a little twist. Then peel them off.
If the supports leave little strings attached to the part you might be able to get them off with the pliers - if not wet sanding works wonders - as does trimming with an xacto knife.