Indian currency notes, issued by the Indian government, are necessary for financial transactions throughout the country. Presenting an efficient deep learning-based object detection system for recognising Indian rupee notes is the aim of the research. People who are blind or visually handicapped and cannot tell how much money they are holding benefit from being able to recognise cash notes. Consequently, an effective model that recognises currency notes and gives the human speech of the found currency note is developed.