|
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter
Copyright Infringement Claims
Indexing Partner
|
Published Paper Details
|
|
| Paper Title: | Arabic Sign Language Letter Recognition using MobileNet-v2 Deep Neural Network |
| Authors Name: | Vinu Sherimon , Mohamed Hamdy Abdallah Eissa , Alaa Ismaeel , Sherimon P.C. , Remya Revi K. |
| Unique Id: | IJSDR2210052 |
| Published In: | Volume 7 Issue 10, October-2022 |
| Abstract: | An intelligent Arabic Sign Language Recognition system is developed using the deep learning technique. A pre-trained lightweight deep Convolutional Neural Network architecture called MobileNet-v2 is used in this work. The network is fine-tuned using the transfer learning approach to classify thirty-two different Arabic sign language letters. Recently published benchmarked Arabic Sign Language Letter (ArSL21L) is used for the experimental analysis. The model achieved a good classification performance with an F1-score of 0.808. |
| Keywords: | Sign Language Recognition, Deep Learning, Arabic Sign Language Letters, Transfer Learning, Fine-tuning |
| Cite Article: | "Arabic Sign Language Letter Recognition using MobileNet-v2 Deep Neural Network", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.7, Issue 10, page no.292 - 296, October-2022, Available :http://www.ijsdr.org/papers/IJSDR2210052.pdf |
| Downloads: | 000337073 |
| Publication Details: | Published Paper ID: IJSDR2210052 Registration ID:201929 Published In: Volume 7 Issue 10, October-2022 DOI (Digital Object Identifier): Page No: 292 - 296 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijsdr.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
Track Paper
Important Links
Conference Proposal
ISSN
 |
 |
DOI (A digital object identifier)
  Providing A digital object identifier by DOI How to GET DOI and Hard Copy Related |
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
 |
 |
 |
Social Media
Indexing Partner |
|||
| Copyright © 2024 - All Rights Reserved - IJSDR | |||
Facebook Twitter Instagram LinkedIn