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Dynamic attendance system using face recognition via machine learning models Upadhyay, Nishant; Bansal, Nidhi; Velinov, Emil; Harshit, Harshit; Sharma, Abhay; Kumar, Sanjeev
Indonesian Journal of Electrical Engineering and Computer Science Vol 39, No 2: August 2025
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijeecs.v39.i2.pp1421-1430

Abstract

Traditional methods to handle attendance have been implemented in the schools in the past and most of them are discouraging as they require that the institutions implement the use of paper and pen to get the results. To enhancing effectiveness and safeguarding, this paper presents a face recognition attendance system that mechanizes the usual attendance taking process. Using best practices in facial recognition, the system captures images of students’ faces, stores them, feeds them into a recognition model, and uses real-time facial recognition to mark attendance. This means that the system enjoys data encryption and password protected access that ensures data is safe. In the proposed system, the OpenCV face recognition libraries combined with machine learning algorithms for better face recognition ability with better efficiency. The results confirm that the system provides a reliable approach to handling attendance and it may debut in various contexts.
Novel Coronavirus 2019: A Recent Update Mohammad Mukim; Mahawar, Pawan Kumar; Sharma, Pratishtha; Sharma, Abhay; Roy, Supriya
Indonesian Journal of Pharmaceutical and Clinical Research Vol. 3 No. 1 (2020): Indonesian Journal of Pharmaceutical and Clinical Research
Publisher : Talenta Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32734/idjpcr.v3i1.4009

Abstract

Since last year of December 2019, a virus has been identifying in china’s city of Wuhan, virus name Severe Acute Respiratory Syndrome coronavirus (SARS-CoV-2). 2019 Novel Coronavirus (COVID-19) Disease is a very scary Disease. This disease is a challenge for Human for cure. These virus are effected all over the world’s country like America, Brazil, Turkey, China, Italy, Iran, India, Canada Russia etc., this virus first time reported in relation to the Huainan Seafood Wholesale Market (South China Seafood City Food Market) in Wuhan, China. This market gained media attention after being identified as a point of origin of the 2019–20 coronavirus pandemic. This virus have the common sign & symptoms like pneumonia and show symptoms of fever, headache, joint pain, Common cold, chills, shortness of breath, cough severe pneumonia, dyspnea, renal insufficiency. The detection of 2019- SCoV-like viruses in tiny size, live wild mammals in a market indicates a route of inters species spreading, although the natural loch is not known. This theory assembles a study of the molecular biology fundamental of these infectious agents, with particular prominence on the nature and identify of viral receptors, viral RNA synthesis, and the molecular interactions governing viral assembly.