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All Journal Cosmic Jurnal Teknik Ignite: Journal Islamic Global Network for Information Technology and Entrepreneurship
Icha Miranti Irzan
Unknown Affiliation
Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

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Facial Landmarks and Face Detection in Python With OpenCv Supiyandi Supiyandi; Icha Miranti Irzan; Risma Hidayati; Rosa Prahasti; Natria Selina
Journal Islamic Global Network for Information Technology and Entrepreneurship Vol. 2 No. 4 (2024): Journal Islamic Global Network for Information Technology and Entrepreneurship
Publisher : STIKes Ibnu Sina Ajibarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59841/ignite.v2i4.2011

Abstract

Face detection and facial landmarks are an important technique in the field of computer vision with a wide range of potential applications, including expression recognition, security systems, and human-computer interaction. This study explores the implementation of facial landmarks detection using Python and OpenCV, focusing on the use of the Haar Cascade algorithm for face detection and the Local Binary Features (LBF) model for the identification of landmarks. The proposed method implements real-time detection via webcam, capable of recognizing 68 important points on the human face. The results show that the approach using OpenCV and LBF models has good accuracy in detecting and tracking facial features in different lighting conditions and viewing angles. This research contributes to the development of efficient and reliable facial detection methods, with wide application potential in the fields of computer vision, security, and behavioral analysis.
Implementasi Penginputan Data Perjalanan Dinas Menggunakan Paket Program Niaga dengan Teknik Lookup Icha Miranti Irzan; Silalahi, Dinah Makhroza
Cosmic Jurnal Teknik Vol 1 No 1 (2024): Februari
Publisher : Ali Institute or Research and Publication

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Abstract

AbstractThe input of official travel data at the Medan City Regional People's Representative Council (DPRD) is done using a commercial software package and lookup technique. Official travel is an integral part of government agency activities. The commercial software package was chosen as a solution to simplify the official travel data input process. This research includes needs analysis, system design, implementation, and evaluation of results. The lookup technique is applied to expedite data search and retrieval, enhance processing speed, and reduce potential input errors. The research methodology involves interviews with end-users, observation of the data input process, and collection of implementation results.The research findings indicate that the implementation of the commercial software package with the lookup technique significantly improves the efficiency of official travel data input. Users reported a reduction in the time required to fill out official travel forms, as well as an improvement in the accuracy of inputted data. Additionally, the system allows for more structured and easily traceable data management. The conclusion of this journal is that the utilization of the commercial software package with the lookup technique can be an effective solution in enhancing the efficiency and accuracy of official travel data input in government agency settings. It is hoped that the results of this research can serve as a reference for other organizations or institutions seeking to improve efficiency in official travel data management through the use of information technology. Keywords: Implementation, official travel, business software package, lookup technique
Co-Authors Natria Selina Risma Hidayati Rosa Prahasti Silalahi, Dinah Makhroza Supiyandi Supiyandi