This document describes a low-cost 3D ultrasound system developed to image the brachial plexus for regional anesthesia procedures. The system uses two webcams and custom tracking hardware attached to an ultrasound probe to optically track its movement and reconstruct a 3D image from a series of 2D ultrasound images. Initial results demonstrated a proof of concept for generating a 3D image using freely available software, though processing was slow at 8 hours. Faster processing is expected once the software is compiled. The 3D ultrasound system has the potential to help physicians more accurately locate anatomy like the brachial plexus during regional anesthesia procedures.