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Journal : IJISTECH

Face Recognition Using Tiny Yolo V2 Algorithm as Attendance System Hafidz Sanjaya; Dony Susandi; Sandi Fajar Rodiyansyah
IJISTECH (International Journal of Information System and Technology) Vol 4, No 1 (2020): November
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v4i1.79

Abstract

Nowadays many websites use the usual online attendance system which does not pay attention to safety and comfort factors so that attendance activities still have a gap of cheating. Therefore, in this study the study of the application of face recognition systems in real-time using the Tiny Yolo V2 algorithm in the online attendance system. The study was conducted with several stages starting from collecting face images, the process of image improvement (preprocessing), face detection, face recognition, and data integration using web service. The test results of 10 students, each of whom has a face image facing forward as a dataset with 4 variations of distance, each of which performs 10 different face position scenarios. Based on the test results it can be concluded that the farther the distance of the face image with the webcam, the success rate decreases, it is shown at a distance of 0.5 meters the percentage of success reaches 97% and at a distance of 2 meters 88% where 2 faces are not detected and identified at the distance is due to wearing glasses and having rather dark skin.
Prototype of Blind Aid Tool With The Haar Like Feature Ade Bastian; Dony Susandi; Usup Suparma
IJISTECH (International Journal of Information System and Technology) Vol 3, No 2 (2020): May
Publisher : Sekolah Tinggi Ilmu Komputer (STIKOM) Tunas Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30645/ijistech.v3i2.44

Abstract

Every human being is born perfectly but not all humans are born perfect, some of us are born have a deficiency in blindness. Blind people are someone whose vision is impaired from birth or because of an illness that causes their vision to be disrupted. Blind people need tools for their daily activities usually in carrying out blind activities using tools as a tool. Tools that are now widely circulating only as a detector can not yet identify objects, for that blind people neeed a tool that can identify the object. To make this happen, a prototype design research is done. Blind assitive devices use the haar like feature and extreme contour methods. Prototyping method is chosen so that users can play an active role during the process of designing, testing and implementing tolls. Contour is a curve or image that has similarities with objects or objects with functions using OpenCv. The conclusion of the detection results using the haar like feature method is the form of a string then processed using pygame so that the blind are able to know the object in fron of it.
Co-Authors Aas Nuraisah Abdul Chaliq Abdurahman, Dede Aceng Kusaeri Ade Bastian Agus Alamsyah Perwiranegara, Agus Alamsyah Alan Maulana Sidik Ali Sadikin Ardi Mardiana Ariandoyo, Dodi Arief Rijaluddin Asep Rachmat Asep Rachmat, Asep Ayu Sunengsih Budiman Dadan Agus Hermawan Dadan Agus Hermawan Dadan Zaliluddin Damaputra, M Kitabika Dede Abdurrahman Dede Maulana Endah Prihartini Engkos Koswara Fauzi Ghani, Irvan Fifit Fitriyani Fitriyani, Rofi Gary Gibran Amnesty Guntur Priyatna Hafidz Sanjaya Hafidz Sanjaya, Hafidz Hafni Rizanuddin Harun Sujadi Hendarto, Dede Hendri Hermawan, Dadan Agus Ii Sopiandi, Ii Ii Supiandi Intan Kusumadewi Irvan Fauzi Ghani Isniar Budiarti Jalil Anwar, Hoerul Kartika Lestari Koswara, Engkos Kurnia Martin Kurnia Rahayu, Siti Kusumadewi, Intan Lia Milana Lia Milana, Lia M Kitabika Damaputra Martin, Kurnia Masduki Masduki Masduki Masduki Muhamad Dendi Purwanto Muhamad Ikhsan, Cecep Muhammad Dziya Dhiyauddin Muhammad Yunus Nunu Nurdiana, Nunu Pangestu, Arki Aji Rachmat, Asep Rahayu, Azi Juliar Rahma Wahdiniwaty Rastiawan, Hanan Rita Nurhasanah Rivialsha Wikananda Riza M Yunus Safari Yonasi Sandi Fajar Rodiyansyah Sandi Fajar Rodiyansyah Selamet Nurjaman, Ade Sidik Zapar Sidik Soegoto, Herman S. Sukron Maulana, Iqbal Syafei, M. Yani Tantri Wayuni Tarsono, Ano Tarsudin, Tarsudin Tito Widianto Tito Widianto Tito Widianto, Tito Tri Ferga Prasetyo Umi Narimawati Usup Suparma Wansyah, Dani Nur Wawan Nugraha Whydiantoro Whydiantoro . Whydiantoro SE Whydiantoro Whydiantoro Whydiantoro Whydiantoro Whydiantoro Whydiantoro Whydiantoro, Whydiantoro Wildan Rohmanudin Winda Nur Hamidah Yani Syafei, M. Yayat Hendrayana, Yayat Yudi Samantha Yunus, Riza M