Чертков Максим Николаевич
Translating Sign Language to Natural Language Text using Deep Learning
Pattern recognition and object detection technologies are widely distributed today, and are applied in different fields: from driving to recognizing people on the street. One of the most effective technologies in this direction is Yolo (you only look once). At the same time, a medium-level convolution network is enough to separate images into classes.Today a lot of research is devoted to American sign language, the purpose of this research is to create a gesture recognition system for the Russian sign language and let it work with data from arbitrary conditions on resource-limited devices. Furthermore, the task also consists in creating a model that won't be dependent on any sign language that let further methods be expanded and accessible to people from different countries.