International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

Downloads: 94 | Views: 177

Research Paper | Computer Science and Information Technology | India | Volume 9 Issue 12, December 2020 | Rating: 6.8 / 10

Sign Language Translation Using Ladder Network


Abstract: In the realm of multi-modal communication, sign language is, and continues to be, one of the most understudied areas. In line with recent advances in the field of deep learning, there are far reaching implications and applications that neural networks can have for sign language interpretation In this paper translation of sign language network into text is being done using significantly fewer lower labelled data than the traditional model. By using convolution Ladder Network, it us demonstrated how it can perform this task by achieving superior performance while using 80 % less data as compared to the traditional convolution neural network.

Keywords: Machine Learning Convolution Neural Network Sign Language Translation

Edition: Volume 9 Issue 12, December 2020,

Pages: 160 - 164

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