Azka Avicenna Rasjid, B. Rahmat, Andreas Nugroho Sihananto
Pendeteksian objek merupakan salah satu tantangan utama dalam pengembangan robotika, khususnya untuk aplikasi yang membutuhkan identifikasi berbagai objek dalam lingkungan yang beragam. Penelitian ini ditujukan untuk implementasi YOLOv8 pada Robot Deteksi Objek. Metode penelitian mencakup pelatihan YOLOv8 menggunakan dataset yang terdiri dari 150 gambar untuk setiap kelas objek. Kinerja model dievaluasi berdasarkan metrik presisi (P), recall (R), mean Average Precision (mAP) pada threshold 50% (mAP50), dan mAP50-95. YOLOv8 bertujuan untuk mendeteksi objek dengan 7 sampel kelas objek yaitu: botol, kursi, manusia, pot, galon, tong sampah, dan ember. Hasil evaluasi menunjukkan bahwa model YOLOv8 memberikan kinerja yang sangat baik dengan presisi dan recall mendekati 1 untuk semua kelas objek. Secara khusus, kursi, manusia, dan tong sampah mencapai nilai P dan R sebesar 0.994 atau lebih, dengan mAP50-95 masing-masing sebesar 0.891, 0.874, dan 0.894. Botol dan ember juga menunjukkan hasil yang baik dengan mAP50-95 masing-masing sebesar 0.857 dan 0.905. Sementara itu, galon dan pot masing-masing memiliki mAP50-95 sebesar 0.908 dan 0.705.
{"title":"Implementasi YOLOv8 Pada Robot Deteksi Objek","authors":"Azka Avicenna Rasjid, B. Rahmat, Andreas Nugroho Sihananto","doi":"10.47134/jtsi.v1i3.2969","DOIUrl":"https://doi.org/10.47134/jtsi.v1i3.2969","url":null,"abstract":"Pendeteksian objek merupakan salah satu tantangan utama dalam pengembangan robotika, khususnya untuk aplikasi yang membutuhkan identifikasi berbagai objek dalam lingkungan yang beragam. Penelitian ini ditujukan untuk implementasi YOLOv8 pada Robot Deteksi Objek. Metode penelitian mencakup pelatihan YOLOv8 menggunakan dataset yang terdiri dari 150 gambar untuk setiap kelas objek. Kinerja model dievaluasi berdasarkan metrik presisi (P), recall (R), mean Average Precision (mAP) pada threshold 50% (mAP50), dan mAP50-95. YOLOv8 bertujuan untuk mendeteksi objek dengan 7 sampel kelas objek yaitu: botol, kursi, manusia, pot, galon, tong sampah, dan ember. Hasil evaluasi menunjukkan bahwa model YOLOv8 memberikan kinerja yang sangat baik dengan presisi dan recall mendekati 1 untuk semua kelas objek. Secara khusus, kursi, manusia, dan tong sampah mencapai nilai P dan R sebesar 0.994 atau lebih, dengan mAP50-95 masing-masing sebesar 0.891, 0.874, dan 0.894. Botol dan ember juga menunjukkan hasil yang baik dengan mAP50-95 masing-masing sebesar 0.857 dan 0.905. Sementara itu, galon dan pot masing-masing memiliki mAP50-95 sebesar 0.908 dan 0.705.","PeriodicalId":519066,"journal":{"name":"Journal of Technology and System Information","volume":" 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141830980","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Studi ini mengkaji efektivitas strategi personal branding yang digunakan oleh Sunny Dahye, seorang YouTuber terkemuka, melalui kanalnya "SunnydahyeIn." Menggunakan delapan hukum personal branding sebagai kerangka teori, penelitian ini berfokus pada analisis konten yang diunggah selama tahun lalu. Metodologi visual oleh Gillian Rose, khususnya analisis wacana dalam Site of Self, diterapkan, menilai modalitas teknologi, komposisi, dan sosial. Temuan menunjukkan bahwa Sunny Dahye unggul dalam area spesialisasi, perbedaan, dan kepemimpinan, dengan posisi yang jelas sebagai influencer Korea yang ceria, modis, dan berorientasi kecantikan yang menggunakan bahasa Indonesia untuk komunikasi. Studi ini menekankan peran penting branding pribadi yang disesuaikan dalam meningkatkan visibilitas dan keterlibatan influencer online.
{"title":"Membangun Merek Pribadi Sunny Dahye di Saluran YouTube-nya","authors":"Aulivia Regita Larastri, Kukuh Sinduwiatmo","doi":"10.47134/jtsi.v1i3.2520","DOIUrl":"https://doi.org/10.47134/jtsi.v1i3.2520","url":null,"abstract":"Studi ini mengkaji efektivitas strategi personal branding yang digunakan oleh Sunny Dahye, seorang YouTuber terkemuka, melalui kanalnya \"SunnydahyeIn.\" Menggunakan delapan hukum personal branding sebagai kerangka teori, penelitian ini berfokus pada analisis konten yang diunggah selama tahun lalu. Metodologi visual oleh Gillian Rose, khususnya analisis wacana dalam Site of Self, diterapkan, menilai modalitas teknologi, komposisi, dan sosial. Temuan menunjukkan bahwa Sunny Dahye unggul dalam area spesialisasi, perbedaan, dan kepemimpinan, dengan posisi yang jelas sebagai influencer Korea yang ceria, modis, dan berorientasi kecantikan yang menggunakan bahasa Indonesia untuk komunikasi. Studi ini menekankan peran penting branding pribadi yang disesuaikan dalam meningkatkan visibilitas dan keterlibatan influencer online.","PeriodicalId":519066,"journal":{"name":"Journal of Technology and System Information","volume":"57 10","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141116815","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Studi kualitatif ini mengamati penerimaan konten pendidikan politik di akun Instagram @ganjar_pranowo menggunakan Teori Resepsi Stuart Hall. Melalui wawancara dan analisis data, berbagai makna dari audiens berhasil diungkapkan. Temuan menunjukkan bahwa latar belakang audiens memengaruhi interpretasi elemen-elemen pendidikan politik. Sementara satu informan bernegosiasi makna, mencari sumber tambahan, dua informan menunjukkan dominasi hegemoni, menganggap akun Instagram sebagai sumber utama pendidikan politik mereka. Implikasi menyiratkan perlunya pendekatan pendidikan politik yang beragam dan disesuaikan untuk melibatkan perspektif audiens yang beragam secara efektif.
{"title":"Instagram Ganjar Pranowo Panduan Pendidikan Politik untuk Pemula","authors":"Faisal Aldi Rachmaniar Fahmi, Ainur Rochmaniah","doi":"10.47134/jtsi.v1i3.2518","DOIUrl":"https://doi.org/10.47134/jtsi.v1i3.2518","url":null,"abstract":"Studi kualitatif ini mengamati penerimaan konten pendidikan politik di akun Instagram @ganjar_pranowo menggunakan Teori Resepsi Stuart Hall. Melalui wawancara dan analisis data, berbagai makna dari audiens berhasil diungkapkan. Temuan menunjukkan bahwa latar belakang audiens memengaruhi interpretasi elemen-elemen pendidikan politik. Sementara satu informan bernegosiasi makna, mencari sumber tambahan, dua informan menunjukkan dominasi hegemoni, menganggap akun Instagram sebagai sumber utama pendidikan politik mereka. Implikasi menyiratkan perlunya pendekatan pendidikan politik yang beragam dan disesuaikan untuk melibatkan perspektif audiens yang beragam secara efektif.","PeriodicalId":519066,"journal":{"name":"Journal of Technology and System Information","volume":"16 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141119608","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Public services are very important for the government to see how much success it has in carrying out services to the community. Correspondence is very important in a village government, because it is a separate necessity for the community in managing files and also complaints which are activities that can help in realizing prosperity in a village. In this study the authors developed an information system to assist the community in managing letters to the government and making complaints so that the community does not need to come to the village government office. The author uses the CodeIgniter framework, the PHP programming language and the MySQL database in designing a correspondence information system. To carry out work on this article using the waterfall method because this method has structured stages in the design of this information system. This method begins with a needs analysis, system design, implementation, testing, maintenance.The result obtained in the user acceptance test get a total percentage of 73%.
对于政府来说，公共服务非常重要，它可以看出政府在为社区提供服务方面取得了多大的成功。通信在村级政府中非常重要，因为它是社区管理文件和投诉的单独必需品，而这些活动有助于实现村庄的繁荣。在这项研究中，作者开发了一个信息系统来帮助社区管理给政府的信件和投诉，这样社区就不需要到村政府办公室来了。作者使用 CodeIgniter 框架、PHP 编程语言和 MySQL 数据库设计了一个书信信息系统。采用瀑布法开展本文的工作，因为这种方法在该信息系统的设计中具有结构化的阶段。这种方法从需求分析、系统设计、实施、测试、维护开始。在用户验收测试中获得的结果总百分比为 73%。
{"title":"Design of WEB Based Information System for Correspondence and Community Complaint Services [Perancangan Sistem Informasi Layanan Surat Menyurat dan Pengaduan Masyarakat Berbasis WEB]","authors":"Qitfirul Dwi Cahyono, Ade Eviyanti, Metatia Intan Mauliana, Yulian Findawati","doi":"10.47134/jtsi.v1i1.2153","DOIUrl":"https://doi.org/10.47134/jtsi.v1i1.2153","url":null,"abstract":"Public services are very important for the government to see how much success it has in carrying out services to the community. Correspondence is very important in a village government, because it is a separate necessity for the community in managing files and also complaints which are activities that can help in realizing prosperity in a village. In this study the authors developed an information system to assist the community in managing letters to the government and making complaints so that the community does not need to come to the village government office. The author uses the CodeIgniter framework, the PHP programming language and the MySQL database in designing a correspondence information system. To carry out work on this article using the waterfall method because this method has structured stages in the design of this information system. This method begins with a needs analysis, system design, implementation, testing, maintenance.The result obtained in the user acceptance test get a total percentage of 73%.","PeriodicalId":519066,"journal":{"name":"Journal of Technology and System Information","volume":"209 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140531404","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The making of this application is as a promotional medium to increase the number of new students and introduce the campus when PMB conducts campus tours. Visualization of augmented reality (AR) campus 1 buildings at Muhammadiyah University of Sidoarjo as an information medium that can combine real and virtual objects in 3D buildings in real time. This study uses the Marker Based Tracking Method to produce applications that can display building visuals in 3D and can scan markers by pointing the smartphone camera at brochures from various angles including: top, left and right sides and back.
{"title":"Visualisasi Gedung Kampus 1 Universitas Muhammadiyah Sidoarjo MenggunakanAugmented Reality Sebagai Media Informasi","authors":"Cindy Taurusta, Afnizar Maulana Asiddiq, Suprianto Suprianto1, Hamzah Setiawan","doi":"10.47134/jtsi.v1i1.2146","DOIUrl":"https://doi.org/10.47134/jtsi.v1i1.2146","url":null,"abstract":"The making of this application is as a promotional medium to increase the number of new students and introduce the campus when PMB conducts campus tours. Visualization of augmented reality (AR) campus 1 buildings at Muhammadiyah University of Sidoarjo as an information medium that can combine real and virtual objects in 3D buildings in real time. This study uses the Marker Based Tracking Method to produce applications that can display building visuals in 3D and can scan markers by pointing the smartphone camera at brochures from various angles including: top, left and right sides and back.","PeriodicalId":519066,"journal":{"name":"Journal of Technology and System Information","volume":"9 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-01-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140531099","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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