[PDF][PDF] design and implementation of cnn for sign language recognition

I Khan, S Rana, NM Ansari, R Iqbal… - Talha Tariq, Maqsood …, 2022 - researchgate.net
Every day, we witness numerous deaf, mute, and blind people. They have a hard time
interacting with others. Sign Language is a language in which we use hand movements and …

Interactive Learning Application for Indian Sign Language

P Sancheti, N Sabnis, K Kadam, Y Rode… - … Systems: Selected Papers …, 2022 - Springer
Sign language is a language used by deaf and dumb people to communicate with one
another as well as rest of the world. Since this language is not known to everyone, it poses a …

Indian sign language recognition using convolutional neural network

R Patil, V Patil, A Bahuguna… - ITM web of …, 2021 - itm-conferences.org
Communicating with the person having hearing disability is always a major challenge. The
work presented in paper is an exertion (extension) towards examining the difficulties in …

Improving Sign Language Recognition with Machine Learning and Artificial Intelligence

A Ashrafi, VS Mokhnachev… - 2024 6th International …, 2024 - ieeexplore.ieee.org
The use of machine learning (ML) and artificial intelligence (AI) has shown great potential in
improving sign language recognition for the hearing impaired community. By leveraging …

[PDF][PDF] Real-time recognition framework for Indian Sign Language using fine-tuned convolutional neural networks

R Soni, A Vijay, A Khandelwal, R Vijay… - Proceedings of …, 2023 - publications.scrs.in
Sign language is a very crucial aspect in the lives of those who cannot speak or listen and to
those around them. People with these disabilities have difficulty communicating with the …

Sign Language Recognition with Machine Learning Check for updates

D Mitra, P Rakshit, S Mazumder, A Dutta… - … of ICCDN 2022, 2023 - books.google.com
Communication is the basic act which is done by human beings to transfer, sharing or
exchange information, ideas, or feelings with others. There are mainly five types of …

Development of a Sign Language Recognition System Using Machine Learning

H Orovwode, ID Oduntan… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Deafness and voice impairment have been persistent disabilities throughout history,
hindering individuals from engaging in verbal communication and leading to their isolation …

A 2d fast deep neural network for static indian sign language recognition

AS Menon, CJ Sruthi, A Lijiya - 2022 International Conference …, 2022 - ieeexplore.ieee.org
Sign Language Recognition is one of the most researched topics in the field of computer
vision. Hearing-impaired people use sign languages to communicate with the rest of society …

Hand gesture recognition for sign languages using 3dcnn for efficient detection

T Elangovan, R Arockia Xavier Annie… - … on Computer Methods …, 2021 - Springer
Abstract Sign Language Recognition aims at providing an efficient and accurate mechanism
for the recognition of hand gestures made in sign languages and converting them into text …

Indian sign language recognition: A comparative analysis using cnn and rnn models

S Renjith, R Manazhy - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
The deaf and hard-of-hearing people in India uses a distinctive form of communication
called Indian Sign Language (ISL). Effective communication and inclusion require the ability …