FPIC: A Novel Semantic Dataset for Optical PCB Assurance. (arXiv:2202.08414v1 [cs.CV])

The continued outsourcing of printed circuit board (PCB) fabrication to
overseas venues necessitates increased hardware assurance capabilities. Toward
this end, several automated optical inspection (AOI) techniques have been
proposed in the past exploring various aspects of PCB images acquired using
digital cameras. In this work, we review state-of-the-art AOI techniques and
observed the strong, rapid trend toward machine learning (ML) solutions. These
require significant amounts of labeled ground truth data, which is lacking in
the publicly available PCB data space. …

arxiv cv dataset pcb semantic