<p>This uploaded PDF file contains all the content for the paper titled "Augmentation assisted robust fringe detection on unseen experimental signals applied to optical feedback interferometry using a deep network". This work explains the use of Novel Augmentation technique for SMI Fringe detection and classification.</p>