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Title: :  Sign Language Detection in Android
PaperId: :  19930
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 2 2023
DUI:    16.0415/IJARIIE-19930
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Sai KakdeTerna Engineering College
Zaveria Pathan Terna Engineering College
Bhagyashree Gaikwad Terna Engineering College
Aafreen Ansari Terna Engineering College
Shudhodhan Bokefode Terna Engineering College

Abstract

Computer Engineering
Sign Language Recognition, American Sign Language, OpenCV, Convolutional Neural Network, Machine Learning, Smartphone
This paper proposes a sign language recognition system that utilizes three feature extraction methods, dense neural networks, and Convolutional Neural Networks (CNN) to accurately recognize American Sign Language (ASL) signs. The system uses OpenCV for detecting various signs and gestures captured through the camera. The hand signs are identified through OpenCV and fed into a classification model generated using CNN to classify the sign alphabet. The accuracy of the system depends on the methods used for classification and prediction, which is achieved through machine learning. The system aims to ease communication difficulties between people with hearing disabilities and others. The smartphone is used as an effective way to bridge the existing gap between the deaf-mute and other people.

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IJARIIE Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . "Sign Language Detection in Android" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 2 2023 Page 2797-2806
MLA Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . "Sign Language Detection in Android." International Journal Of Advance Research And Innovative Ideas In Education 9.2(2023) : 2797-2806.
APA Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , & Shudhodhan Bokefode . (2023). Sign Language Detection in Android. International Journal Of Advance Research And Innovative Ideas In Education, 9(2), 2797-2806.
Chicago Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . "Sign Language Detection in Android." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 2 (2023) : 2797-2806.
Oxford Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . 'Sign Language Detection in Android', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, 2023, p. 2797-2806. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Sign_Language_Detection_in_Android_ijariie19930.pdf (Accessed : 31 May 2024).
Harvard Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . (2023) 'Sign Language Detection in Android', International Journal Of Advance Research And Innovative Ideas In Education, 9(2), pp. 2797-2806IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Sign_Language_Detection_in_Android_ijariie19930.pdf (Accessed : 31 May 2024)
IEEE Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode , "Sign Language Detection in Android," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 2, pp. 2797-2806, Mar-App 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/Sign_Language_Detection_in_Android_ijariie19930.pdf [Accessed : 31 May 2024].
Turabian Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . "Sign Language Detection in Android." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 2 (31 May 2024).
Vancouver Sai Kakde, Zaveria Pathan , Bhagyashree Gaikwad , Aafreen Ansari , and Shudhodhan Bokefode . Sign Language Detection in Android. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : 31 May 2024]; 9(2) : 2797-2806. Available from: https://ijariie.com/AdminUploadPdf/Sign_Language_Detection_in_Android_ijariie19930.pdf
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