Undergraduate Theses
Undergraduate Theses
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Identifikasi Penyakit Vitiligo pada Kulit Menggunakan Metode K-Means Clustering dan Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2025)Vitiligo is a skin pigmentation disorder characterized by the loss of natural skin color due to damage to melanocytes, and can cause psychosocial impacts for sufferers. Early identification is essential to reduce the risk ... -
Analisis Celah Keamanan Website Pemerintahan Kota Medan Berdasarkan Metode Open Web Application Security Project (OWASP)
(Universitas Sumatera Utara, 2025)The rapid development of the internet and information has transformed various sectors, including government, which now heavily relies on websites to provide public services and information. However, vulnerabilities in ... -
Gamifikasi dan ARBook Berbasis Hybrid Augmented Reality dengan Multi-Target Tracking pada Petualangan Belajar Sejarah Kerajaan Hindu-Buddha
(Universitas Sumatera Utara, 2025)In History learning in elementary schools is often perceived as less engaging, so media that can increase students’ interest and understanding is needed. This study develops Petualangan Kerajaan Hindu-Buddha, an Augmented ... -
Pengoptimalan Deteksi Plat Nomor Kendaraan di Lingkungan Cahaya Rendah dengan Restormer dan YOLO
(Universitas Sumatera Utara, 2025)The method used in this study combines Restormer and You Only Look Once (YOLO) to address the problem of vehicle license plate detection under low light conditions. Restormer functions as an image enhancement stage to ... -
Komunikasi Jaringan Bluetooth dengan Topologi Mesh Network Berbasis ESP32 untuk Penghitungan Jumlah Penumpang Bus Wisata
(Universitas Sumatera Utara, 2025)The automatic passenger monitoring system has become essential in modern transportation management, especially for large capacity tourist buses. This study designs and implements a passenger counting system using an ESP32 ... -
Implementasi Model Convolutional Neural Network Efficientnetv2b3 pada Citra Fundus untuk Klasifikasi Tingkat Keparahan Diabetes Retinopati
(Universitas Sumatera Utara, 2025)Diabetic retinopathy (DR) is a serious complication of diabetes mellitus that can leadto permanent blindness if not detected and treated early. This study implements a diabetic retinopathy classification system using a ... -
Implementasi Kompresi Delta Encoding untuk Pengiriman Data Sensor pada Platform IoT Thingsboard
(Universitas Sumatera Utara, 2025)The rapid development of the Internet of Things (IoT) enables devices to connect and exchange data in real-time. However, a major challenge in IoT systems lies in the limitations of communication bandwidth and storage ... -
Identifikasi Malware pada Android dengan Algoritma KNN dan Principal Component Analysis
(Universitas Sumatera Utara, 2025)Android is the most widely used operating systems for mobile device, making it a main target for malware developers. Malware refers to malicious software designed to compromise user devices, often resulting in data theft, ... -
Klasifikasi Kanker Payudara Berbasis Citra MRI Menggunakan Ektraksi Fitur Convolutional Neural Network (CNN) Berbasis ResNet50
(Universitas Sumatera Utara, 2025)Breast cancer is one of the most prevalent types of cancer and a leading cause of death among women worldwide. Delayed diagnosis remains a major issue due to the limitations of conventional detection methods. One potential ... -
Klasifikasi Citra Tanaman Obat dengan Menggunakan Model ConvNeXt Berbasis CNN
(Universitas Sumatera Utara, 2025)Medicinal plants play a crucial role in traditional medicine in Indonesia due to their natural properties, accessibility, and generational use. One of the most common forms closely related to community life is the family ... -
Optimasi Sistem Parkir Cerdas Menggunakan Esp32-Cam, Ssd Mobilenet V2 dan Easy Ocr
(Universitas Sumatera Utara, 2025)The high number of vehicles in urban areas makes it difficult to find available parking spaces, so drivers often spend time looking for empty slots. This study designs a Smart Parking System that combines Internet of ... -
Peningkatan Kinerja Over-the-Air Firmware Update Berbasis Fog Computing Menggunakan Protokol HTTP dan MQTT
(Universitas Sumatera Utara, 2025)The rapid growth of Internet of Things (IoT) technology has led to billions of interconnected smart devices, making device maintenance—especially firmware updates—a significant challenge. Conventional firmware updates ... -
Implementasi Teknologi Virtual Reality Dalam Simulasi Sederhana Kerajinan Tanah Liat
(Universitas Sumatera Utara, 2025)One type of craft that is often a concern is a container made of clay. Technology continues to develop, pushing traditional information media to switch to VR-based media. Virtual Reality (VR) is a technology that creates ... -
Deteksi Penggunaan Ponsel pada Pengemudi Kendaraan Roda Empat Menggunakan Metode YOLOv8 secara Real-Time
(Universitas Sumatera Utara, 2025)The behavior of using mobile phones while driving is one of the primary sources of distraction among four-wheeled vehicle drivers contributing to an increased risk of traffic accidents. According to the National Highway ... -
Implementasi Market Basket Analysis Untuk Penjualan Hasil Tangkapan Ikan Di Kota Sibolga Berbasis Web Menggunakan Algoritma Fp-Growth
(Universitas Sumatera Utara, 2025)The city f Sibolga has a very large fish income. The fish obtained are usually sold, and this is still done manually (not yet through e-commerce and internet networks). This manual system takes quite a lot of time, because ... -
Deteksi Jenis Penyakit Tanaman Tebu Berdasarkan Citra Daun Menggunakan SSD MobileNet V2
(Universitas Sumatera Utara, 2025)Sugarcane, scientifically known as Saccharum Officinarum Linn, is a plant used as the raw material for sugar production. However, the productivity of sugarcane growth continues to decline, as reflected in the low sugar ... -
Identifikasi Komposisi Tidak Halal pada Makanan Kemasan Korea Menggunakan OCR dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025-07)This study aims to develop a system to assist Muslim consumers in identifying the halal status of food ingredients listed on Korean packaged food products. The problem arises because many imported food products from Korea ... -
Klasifikasi Mutu dan Kematangan Buah Naga Merah melalui Citra Fisik Buah Menggunakan Metode You Only Look Once Versi 11 Secara Real Time
(Universitas Sumatera Utara, 2025)Indonesia is an agricultural country, as its people still rely on the agricultural sector. Red dragon fruit is a superior horticultural commodity in Indonesia with high nutritional content and various health benefits. ... -
Implementasi Augmented Reality pada Permainan Tata Balok untuk Anak Penderita Autism Spectrum Disorder (Asd)
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is a neurological developmental disorder that affects an individual's ability to communicate, socialize, and behave. One common characteristic in children with ASD is a delay in the ... -
Sistem Pelacakan Hewan Peliharaan Berbasis Internet of Things (IoT) dengan Perangkat Global Positioning System (GPS) dan Sensor Tamper
(Universitas Sumatera Utara, 2025)In some cases, pets are often separated from their owners. Having an identification tag on an animal doesn't always guarantee that anyone who finds it will be able to identify its owner. This study aims to develop and ...
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