Undergraduate Theses
Undergraduate Theses
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Implementasi YOLOV10 dalam Pendeteksian Rambu Lalu Lintas dengan Integrasi Teknologi Text-to-Speech
(Universitas Sumatera Utara, 2025)Traffic signs have an important role in ensuring the safety and smooth flow of driving activities. However, there are still many drivers who do not pay attention to traffic signs, either due to lack of focus, high speed, ... -
Permainan Montessori untuk Melatih Perkembangan Kognitif Anak Menggunakan Augmented Reality
(Universitas Sumatera Utara, 2025)Early childhood is a critical stage in cognitive development that requires stimulation through appropriate learning approaches. One suitable method is the Montessori approach, which encourages children to learn actively ... -
Deteksi Dini Penyakit Parkinson Melalui Gambar Tangan dengan Menggunakan Metode EfficientDet
(Universitas Sumatera Utara, 2025)Parkinson’s disease is a progressive neurodegenerative disorder that affects the central nervous system and impairs fine motor skills such as writing or drawing. Early detection is crucial to slow the progression of symptoms ... -
Deteksi Ketepatan Pose Yoga menggunakan Metode Bidirectional Gated Recurrent Unit Berbasis Video
(Universitas Sumatera Utara, 2025)Yoga is a physical and mental activity that is gaining popularity among people, especially the younger generation, for its benefits in improving physical health and emotional balance. However, practicing yoga on one's ... -
Sistem Deteksi Gerakan Dasar pada Seni Bela Diri Shorinji Kempo Menggunakan Mediapipe Berbasis Deep Learning
(Universitas Sumatera Utara, 2025)The martial art of Shorinji Kempo is a discipline that integrates physical techniques with character development, placing a strong emphasis on precision and flexibility in every movement. The complexity of its techniques ... -
Implementasi Metode YOLO V8 untuk Deteksi Jenis Flek pada Kulit Wajah Secara Real-Time
(Universitas Sumatera Utara, 2025)Hyperpigmentation or spots are skin disorders that are quite common among many individuals. There are three common types of spots: melasma, freckles, and acne scar spots. These three types of spots often share similar ... -
Penerapan Pedagogic Agent dan Virtual Reality dalam Pembelajaran Hewan & Bioma pada Anak Autis
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is a neurological developmental condition that affects an individual's ability to communicate and interact socially, including in the context of education. Children with ASD often face ... -
Implementasi IndoBERT dan Local Outlier Factor untuk Mendeteksi Ulasan Palsu pada E-Commerce Shopee Berbasis Analisis Tekstual dan Lonjakan Ulasan
(Universitas Sumatera Utara, 2025)Product reviews on e-commerce platforms like Shopee have become a crucial factor in consumer purchasing decisions. However, this influence is exploited through the practice of fake reviews, which can mislead consumers and ... -
Analisis Terhadap Sikap Tubuh Manusia Menggunakan Pose Estimation dan YOLOv8
(Universitas Sumatera Utara, 2025)The habit of the wrong position makes a person slouch. One of the causes of slouching posture is the habit from using a laptop with an incorrect body position. This practice will end up in cumulative trauma disorders or ... -
Pengenalan Tulisan Tangan Aksara Incung Menggunakan ResNet-50 Berbasis Mobile Application
(Universitas Sumatera Utara, 2025)Incung writing is one of the traditional writings from the people of kerinci and sungai penuh, jambi. This writing has been used from the 14th century, as time goes on, the usage and understanding of this writing has ... -
Klasifikasi Personal Color melalui Warna Kulit Wajah Menggunakan EfficientNetV2
(Universitas Sumatera Utara, 2025)Determining clothing colors that align with individual charateristics, particulary facial skin tones, plays a significant role in enchancing self-confidence and aesthetic appearance. This study develops a web-based personal ... -
Klasifikasi Jenis Eksim Menggunakan Metode You Only Look Once
(Universitas Sumatera Utara, 2025)Dermatitis, also known as eczema, is an inflammatory skin condition that often appears on dry skin areas and is caused by various factors. Eczema causes itching, redness, and discomfort that can significantly affect ... -
Pendeteksian Kata-Kata Kasar di Media Sosial dengan Menggunakan IndoBERTdan TextCNN
(Universitas Sumatera Utara, 2025)The high internet penetration rate in Indonesia, which reaches 79.5% of the population, has brought about positive impacts, but also various negative impacts, especially for children. Although Indonesians are known to be ... -
Deteksi Orang Tenggelam Di Kolam Renang Umum Secara Realtime Menggunakan Metode Ssd Mobilenet V2
(Universitas Sumatera Utara, 2025)Swimming is now an activity or sport that is in great demand by many people ranging from children to adults.Swimming is an active and healthy activity, but few people pay attention to safety when participating in these ... -
Identifikasi Serangan Injeksi pada Website Berdasarkan Data Log Menggunakan Algoritma Support Vector Machine
(Universitas Sumatera Utara, 2025)Injection attacks on websites, such as SQL Injection (SQLi) and Cross-Site Scripting (XSS), are dangerous threats to website application security. These attacks exploit vulnerabilities in website applications to inject ... -
Implementasi YOLOv11 untuk Deteksi Jenis Penyakit pada Udang secara Real-Time Berbasis Android
(Universitas Sumatera Utara, 2025)Shrimp is one of the important commodities in the fisheries subsector that contributes greatly to the growth of Indonesia's national marine economy. Based on a report from Indonesian Director General of Marine and Fisheries ... -
Klasifikasi Pesan Spam Menggunakan Algoritma Recurrent Neural Network (RNN)
(Universitas Sumatera Utara, 2025)The increasing use of communication medias in Indonesia is fertile ground for spammers to send their messages. These messages are usually done for promotional activities and dissemination of public information for the ... -
Klasifikasi Citra Seni Digital Berbasis Kecerdasan Buatan Generatif Dengan EfficientNet-B3
(Universitas Sumatera Utara, 2025)The rapid advancement of generative AI technologies has posed new challenges in the field of visual arts, particularly in distinguishing between human-made and AI-generated artworks. This study aims to develop an automatic ... -
Pengembangan Game Edukasi Visual Novel Berbasis Storytelling Digital sebagai Media Pencegahan Bullying
(Universitas Sumatera Utara, 2025)Bullying is a common issue that frequently occurs in school environments and has a negative impact on students’ mental and social development. This study aims to develop an educational learning medium in the form of a ... -
Penerapan Style Transfer pada Objek Video dengan Menggunakan Kombinasi Stable Diffusion dan Controlnet Serta Low-Rank Adaptation
(Universitas Sumatera Utara, 2025)With the advancement of technology, there has been a significant transformation in human creative processes, particularly in the fields of art and design. Various software and hardware tools are now available to support ...
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