Real-time Facemask Recognition Using Deep Learning

被引:0
|
作者
Sasikumar, R. [1 ]
Shanmugaraja, P. [2 ]
Kailash, K. [1 ]
Reddy, M. Prudhvi Charan [3 ]
Jagadeesh, S. Nikhil [4 ]
机构
[1] RMD Engn Coll, Dept CSE, Chennai, Tamil Nadu, India
[2] Sona Coll Technol, Dept Informat Technol, Salem, Tamil Nadu, India
[3] Infosys Pvt Ltd, Bengaluru, Karnataka, India
[4] Virtusa Pvt Ltd, Southborough, MA USA
来源
关键词
CNN; COVID-19;
D O I
暂无
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
The investigation of PC vision is especially fascinating because of the worldwide plague COVID-19 to improve general well being administrations. At the hour of death, the disclosure of a little item is a difficult assignment of taking a gander at a PC, as it catches the division and revelation under the video picture. Contrasted with other item disclosure profound neural organizations have shown the revelation of supported articles by acquiring a higher veil. Nonetheless, admittance to the proposed framework is covered by an uncommon point that absolutely occurs with regular infections individuals profit by. Added to completing a face cover well, which estimates constant execution corresponding to an incredible GPU. Test outcomes showing a regular misfortune are 0.0730 in the wake of preparing 4000 ages. Subsequent to preparing 4000 focuses, ages mAP 0.96. This exceptional face concealing framework gets visual yield with 96% separation and identification affectability.
引用
收藏
页码:2079 / 2085
页数:7
相关论文
共 50 条
  • [41] Real-Time Facial Expression Recognition Using Deep Learning with Application in the Active Classroom Environment
    Dukic, David
    Krzic, Ana Sovic
    ELECTRONICS, 2022, 11 (08)
  • [42] Real-Time Stroke Detection Using Deep Learning and Federated Learning
    Elhanashi, Abdussalam
    Dini, Pierpaolo
    Saponara, Sergio
    Zheng, Qinghe
    Alsharif, Ibrahim
    REAL-TIME PROCESSING OF IMAGE, DEPTH, AND VIDEO INFORMATION 2024, 2024, 13000
  • [43] Predicting real-time traffic conflicts using deep learning
    Formosa, Nicolette
    Quddus, Mohammed
    Ison, Stephen
    Abdel-Aty, Mohamed
    Yuan, Jinghui
    ACCIDENT ANALYSIS AND PREVENTION, 2020, 136
  • [44] Real-time Driver Drowsiness Detection using Deep Learning
    Dipu M.T.A.
    Hossain S.S.
    Arafat Y.
    Rafiq F.B.
    Dipu, Md. Tanvir Ahammed, 1600, Science and Information Organization (12): : 844 - 850
  • [45] Simulation of hyperelastic materials in real-time using deep learning
    Mendizabal, Andrea
    Marquez-Neila, Pablo
    Cotin, Stephane
    MEDICAL IMAGE ANALYSIS, 2020, 59
  • [46] Real-time combustion progress estimation using deep learning
    Pushpalayam, Navaneeth
    Nguyen, Cuong M.
    Sun, Zongxuan
    Rothamer, David A.
    Kim, Kenneth
    Kweon, Chol-Bum
    Rajamani, Rajesh
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2025, 230
  • [47] Real-time relative permeability prediction using deep learning
    Arigbe, O. D.
    Oyeneyin, M. B.
    Arana, I.
    Ghazi, M. D.
    JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY, 2019, 9 (02) : 1271 - 1284
  • [48] Research on Real-Time Ship Detection Using Deep Learning
    Yu, Jingming
    Wang, Jie
    Ren, Rong
    Lai, Qiuyu
    Luo, Xinpeng
    Lu, Hua
    2022 IEEE 7TH INTERNATIONAL CONFERENCE ON INTELLIGENT TRANSPORTATION ENGINEERING, ICITE, 2022, : 481 - 485
  • [49] Real-time reef fishes identification using deep learning
    Yusup, I. M.
    Iqbal, M.
    Jaya, I
    3RD INTERNATIONAL CONFERENCE ON MARINE SCIENCE (ICMS) 2019 - TOWARDS SUSTAINABLE MARINE RESOURCES AND ENVIRONMENT, 2020, 429
  • [50] Real-time relative permeability prediction using deep learning
    O. D. Arigbe
    M. B. Oyeneyin
    I. Arana
    M. D. Ghazi
    Journal of Petroleum Exploration and Production Technology, 2019, 9 : 1271 - 1284