While millions of scanned engineering drawings are received every year, the online
quotation companies for custom mechanical parts have experienced a surging need to
increase their processing efficiency by replacing the currently manual inspection process
with an automatic system. Previous work has used traditional, and data-driven computer-
vision approaches to detect symbols and text information from the drawings. However, there
lacks a unified framework to determine the associated manufacturing processes as a critical …