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@article{157900, author = {Vishwas H S and Sourav Nagesh and Suhruth R and Sai Nagesh C H and Manasa Sandeep}, title = {Sign Language Detection}, journal = {International Journal of Innovative Research in Technology}, year = {}, volume = {9}, number = {8}, pages = {215-218}, issn = {2349-6002}, url = {https://ijirt.org/article?manuscript=157900}, abstract = {Deaf people are people at the deepest psychological level . Many of these people have not been exposed to sign language, and knowing that they can connect with other s by signing 4464s and expressing their love and feelings can bring great relief on a psychological level. It has been observed that approximately 5% of the world's population suffers from hearing loss. Deaf and mute people use sign language as the primary means of expressing their thoughts and ideas to those around them. Uses a variety of hand and body gestures. People use sign language to It is presented in a way that reduces the communication gap with the general public.This project allows people to communicate with the character 's hand poses to recognize various gesture-based characters . The controller for this assistive software is a designed to process images of gestures, recognizing characters using different image processing techniques and deep learning models. The characters are converted to speech in real time using the text-to-speech engine.}, keywords = {OpenCV,Python,facial recognition,LSTM,SVM, CNN,RNN,ANN.}, month = {}, }
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