Sign language is the most common form of communication for hearing impaired. To bridge gap with such impaired people, a normal people should be able to recognize signs. Therefore, it necessary introduce sign recognition system assist people. This paper proposes Transformer Encoder as useful tool recognition. For static Indian signs, authors have implemented vision transformer. language, propose...

Failures of the vehicle camera may compromise correct acquisition frames, that are subsequently used by autonomous driving tasks. A clear understanding behavior tasks under such failure conditions, together with strategies to avoid safety is jeopardized, indeed necessary. This study analyses and improve performance Traffic Sign Recognition (TSR) systems for road vehicles possible occurrence fai...