• K.Sowmya Reddy
• S.Sreeja Reddy
• C.Sanavi Reddy

Sign language is a visual language that is used by the people who are having speaking disability and listening disability people. Sign language uses body language and manual communication to fluidly convey the thoughts of a person. It is achieved by simultaneously combining hand shapes, orientation and movement of the hands, arms or body, and facial expressions. It can be used by a person who has difficulties in speaking or by a person who can hear but could not speak and by normal people to communicate with hearing disabled people. As far as a deaf person is concerned, having access to a sign language is very important for their social, emotional and linguistic growth. Sign language should be recognized as the first language of deaf people and their education can be proceeded bilingually in the national sign language as well as national written or spoken language. The main aim of this project is to reduce communication barrier between normal people and people with speaking and listening disabilities. In our model we used CNN and RNN for feature extraction classification of words. And also made a study on Dynamic Static word classification. The model is not trained when we gave 56 classes, consisting of 1 video per class. So when we duplicated the same videos 20 times, we got test accuracy of 4%.Then again we increased the data to 40 videos per class, we got test accuracy as 8.7%. So as per our observation, we found that to get a better trained model we need more amount of different data

Study and Implementation of Indian Sign Language Classification

"Study and Implementation of Indian Sign Language Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 5, page no.l55-l59, May-2022, Available :http://www.jetir.org/papers/JETIR2205C09.pdf

"Study and Implementation of Indian Sign Language Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 5, page no. ppl55-l59, May-2022, Available at : http://www.jetir.org/papers/JETIR2205C09.pdf