  Banknote recognition is a major problem faced by visually Challenged people.
So we propose a application to help the visually Challenged people to identify
the different types of Yemenian currencies through deep learning technique. As
money has a significant role in daily life for any business transactions,
real-time detection and recognition of banknotes become necessary for a person,
especially blind or visually impaired, or for a system that sorts the data.
This paper presents a real-time Yemeni currency detection system for visually
impaired persons. The proposed system exploits the deep learning approach to
facilitate the visually impaired people to prosperously recognize banknotes.
For real-time recognition, we have deployed the system into a mobile
application.
