zena1234/ethiopian-currency-recogntion

Ethiopian currency recognition for visually impaired people # ethiopian-currency-recogntion Ethiopian currency recognition for visually impaired people The billing system for ethiopian visualy impired people is very difficult.untill now it follows a traditional way. There are so many cases for this system to be difficult.When the visual impired man wants to deal with his currency he asks another person, this consumes human labour,time and there is phychological effect , in addition to this cheating the money from the victim,pisychological disblife are occurred.,time consumeing for the person who try to help the blind person. Such problems could be solved by ethiopian currency recongnition system .the visualy impaired people can use the system at any pMatch input image with datasets In order to confirm image similarity, we check whether the key points in the test image are in spatial consistency with the retrieved images. We use the popular method of geometric verification (GV) by fitting fundamental matrix (adopted from [16]) to find out the number of key points of the test image that are spatially consistent with those of the retrieved images. 5) Classification: In the voting mechanism, each retrieved image adds votes to its image class (type of bill) by the number of spatially consistent key points it has (computed in the previous step). The class with the highest vote is declared as the result. lace and time they want. The overall objective of currency recognition system is for the provision of improving the billing system for visually impaired people through fast, timely convenient billing system by insuring the visually impaired person the birr you see it is the one you bill it . Methodology Image retrieval The first stage of any vision system is the image acquisition stage. After the image has been obtained, various methods of processing can be applied to the image to perform the many different tasks. Performing image acquisition in image processing is always the first step in the workflow sequence because, without …