Increased traffic in the city of Palembang has caused problems such as congestion and accidents, necessitating an accurate vehicle detection system. This study proposes the use of DETR and RT-DETR to identify vehicle types in traffic images, with ResNet-50 and ResNet-101 as comparison architectures. The dataset consists of 1,233 images extracted from traffic videos in Palembang. The model was t…
Kidney stones are a condition that can interfere with kidney function and if left untreated can increase the risk of various health problems, such as chronic kidney disease, end-stage renal failure, cardiovascular disease, diabetes, and hypertension. Therefore, it is important for sufferers to take early prevention by detecting kidney stones in order to prevent serious complications in the futu…
Fetal heart examination using ultrasound imaging is a crucial step in the early detection of congenital heart defects. However, manually identifying fetal heart structures requires specialized expertise and is prone to subjectivity. This study proposes an automated system for fetal heart chamber detection using the Faster R-CNN method under an inter-patient scenario, where testing is conducted …
Dangers on the internet can endanger users by malicious actors who attack them covertly. These attacks include phishing, malware, spyware, and ransomware. One very effective cyberattack tool carried out by attackers is using URLs. A URL (Uniform Resource Locator) is an address used to find the location of a file on the internet. This makes URLs used as one method for carrying out cyberattacks c…
Denial of Service (DoS) is one of the popular cyber attacks targeting websites of well-known organizations and has the potential to have high economic and time costs. One of the most common types of DoS is the Distributed Denial-of-Service (DDoS) attack which aims to bring down the target service using various distributed resources. In an effort to handle Distributed Denial-of-Service (DDoS) at…
Toko Buku Maktabah Bin Taajir adalah sebuah toko buku yang menawarkan beragam jenis buku, termasuk fiqih, kitab Islami terjemahan, dan lainnya. Saat ini, sistem yang digunakan masih bersifat konvensional dengan data yang disimpan dalam bentuk kertas, menyebabkan masalah dalam pengelolaan data dan pembuatan laporan. Untuk mengatasi masalah ini, penulis telah mengembangkan sistem informasi penjua…
Traffic congestion problems in major cities, including Palembang, require an effective and accurate vehicle density classification system. This study aims to classify vehicle density on the main roads of Palembang using the Logistic Regression algorithm. The data used was obtained from vehicle detection results, such as cars, motorcycles, and three-wheeled motorcycles, using the YOLOv8 model, w…
In the digital era, the use of technology in education is becoming increasingly important, including in religious education. However, many individuals especially those in rural areas still face difficulties in learning to read the Qur’an due to limited time, age-related factors, lack of motivation, and feelings of embarrassment when starting from the basics. The main problem in this study is …
Face identification is a form of Machine Learning application, specifically using Deep Learning, that is commonly encountered in our daily lives. In its implementation, there are many algorithms used, and those employed in image processing for embedded schemes must be able to operate effectively on the intended hardware system. One example of such an algorithm is the Weightless Neural Network (…
Seiring berkembangnya Internet of Things (IoT), serangan TCP FIN Flood mengancam komunikasi dan sumber daya sistem. Penelitian ini menggunakan dataset node_wifi dari COMNETS Research Labs Universitas Sriwijaya dan menerapkan K-Means serta DBSCAN untuk clustering dan deteksi anomali pada lalu lintas jaringan. Visualisasi pola serangan dilakukan dengan Principal Component Analysis (PCA), yang men…
Pesatnya pertumbuhan aktivitas judi online menimbulkan kebutuhan akan sistem deteksi yang akurat dan efisien. Penelitian ini bertujuan untuk mendeteksi aktivitas judi online dalam lalu lintas jaringan menggunakan kombinasi Autoencoder dan Deep Neural Network (DNN). Dataset diperoleh dari data lalu lintas jaringan dalam format PCAP yang kemudian diekstraksi menggunakan Tshark dan dikonversi ke f…
The development of websites today is inseparable from computer and information technology. From growing companies and government institutions to educational institutions, digital systems are increasingly necessary. However, there are still problems in some schools. This research focuses on designing a web-based fund management application for SD Negeri 5 Ulu Musi, with the aim of simplifying ad…
Penelitian ini mengenai analisis kepuasan pengguna terhadap penggunaan aplikasi Viu di kota Palembang. Tujuan penelitian ini untuk mengetahui tingkat kepuasan pengguna aplikasi Viu dimana penelitian ini penulis menggunakan metode End User Computing Satisfaction (EUCS), metode ini menekankan pada kepuasan (Satisfaction) pengguna dengan menganalisa aplikasi dengan menilai Content, Accuracy, Forma…
The title of this final report is “Mechanism of Salary Distribution for Civil Servants of the South Sumatra Provincial Government Through Bank Sumsel Babel, Kapten A. Rivai Main Branch.” This final report discuss the mechanism of salary distribution for Civil Servants (PNS) within the Government of South Sumatra Province. Timely and transparent salary distribution is a crucial factor in sup…
Digitalisasi perbankan mendorong Bank Mandiri Taspen menghadirkan aplikasi Movin by Mantap Mobile untuk memudahkan nasabah, khususnya pensiunan. Namun, sejumlah keluhan pengguna menunjukkan perlunya evaluasi lebih lanjut. Penelitian ini bertujuan mengukur kepuasan pengguna aplikasi Movin by Mantap Mobile menggunakan metode End-User Computing Satisfaction (EUCS) yang mencakup lima dimensi: conte…
Instagram has become an effective platform for the government to deliver policy information, public services, and development programs directly and quickly to the public. One of the agencies utilizing this platform is the Department of Communication and Information (Diskominfo) of Muara Enim Regency. However, public engagement with the shared content remains relatively low, as indicated by limi…
This study aims to analyze the influence of intrinsic and extrinsic motivation on civic engagement through government social media, with a case study on the Instagram account @kemenkumsumsel. A quantitative approach was applied using Partial Least Squares Structural Equation Modeling (PLS-SEM), with 145 active Instagram users participating as respondents. The research model was adapted from Hof…
The development of Internet of Things (IoT) technology provides opportunities in the development of automated systems for agriculture. The Smart Mini Greenhouse system based on the Internet of Things (IoT) is designed to monitor and regulate environmental conditions automatically to support the growth of vegetables plants, especially lettuce. This system uses an ESP32 microcontrollers as a cont…
Real-time river monitoring is crucial for increasing awareness of changes in river surface height and flow velocity, as well as helping reduce the risk of disasters such as flooding. One of the main challenges is heavy rainfall, which can cause sudden water rises. This research aims to design an Internet of Things (IoT)-based river flow and water level monitoring system. The system uses optocou…
Pada robot industri khususnya robot bor melakukan pekerjaannya dengan melubangi,meluaskan atau memperbesar lubang yang bisa dilakukan dengan batang bor (boring bar) yang dilakukan secara otomatis.Adapun tujuan dari tugas akhir ini adalah mendesain sebuah robot pengebor PCB dengan mengadopsi struktur tipe cartesian dimana pergerakan robot ini bergerak menurut sistem koordinat kartesian yaitu y…