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Android Application for Face Recognition and Verification using MobileFaceNets |
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| รหัสดีโอไอ | |
| Creator | Chiaochan Yangsila |
| Title | Android Application for Face Recognition and Verification using MobileFaceNets |
| Publisher | The Association of Council of IT Deans (CITT) |
| Publication Year | 2566 |
| Journal Title | Journal of Information Science and Technology |
| Journal Vol. | 13 |
| Journal No. | 1 |
| Page no. | 1-9 |
| Keyword | Android Application, Face Recognition and Verification, MobileFaceNets, TensorFlow Lite, Convolutional Neural Network |
| URL Website | https://tci-thaijo.org/index.php/JIST |
| Website title | Journal of Information Science and Technology |
| ISSN | 2651-1053 |
| Abstract | This paper presents the development of Android application for face recognition and verification usingMobileFaceNets: a case study of the activity attendance check of staff at Roi Et RajabhatUniversity (RERU). The four objectives and their results in the study are as follows. 1) The developed Android application for face recognition and verification usingMobileFaceNets was applicable to the activity attendance check of the RERU staff. 2) TheManhattan function had the fastest processing speed. 3) The researcher did a distance analysis for 100% accuracy and found that image A was identical to image B if the distance was <= 0.752 (Euclidean distance) or <= 5.796 (Manhattan distance) or >= 0.717(Cosine Coefficient). 4) The efficiency analysis revealed that the applicationprocessing was 100% accurate. |
