Currency Recognition Application Using Machine Learning

The motivation for this project of currency recognition is taken from inability to identify paper currencies due to resemblance of paper texture and scale between categories, which is the problem faced by visually impaired and disabled. Indian currencies including the old and new printed currencies have similar texture which could be confusing, through this review and project, we are trying to eliminate this problem to a scale where there should be no issue in monetary changes and exchanges for people with certain vision disabilities. This review shows the ability of image processing techniques and identification through various techniques and through ML algorithms and Image processing methods have been used and also different system around it. The results of certain experiments and outputs with the observations have also been attached below. We are looking forward to using the tensorflow model with various other architectures like CNN architecture and also Keras library for data augmentation. The fully equipped and easy to use android version of application for this currency identifier is the main focus of this project and research.