Undergraduate Theses
Undergraduate Theses
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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 ... -
Implementasi Natural Language Understanding pada Sistem Chatbot Tahapan Audit K3 menggunakan Algoritma Long Short-Term Memory (Lstm)
(Universitas Sumatera Utara, 2025)Health, Safety and Enviroment (HSE) has known become more prominent in companies with the primary goal of protecting all workers from accidents and minimizing losses in both property and financial aspects caused in their ... -
Implementasi Algoritma FP-Growth dan Random Forest pada Sistem Pendeteksian URL Terindikasi Phishing
(Universitas Sumatera Utara, 2025)Phishing is a form of cyberattack that relies on fake URLs to lure users into sharing personal information or confidential credentials. This study aims to design a phishing URL detection system utilizing the Random Forest ... -
Implementasi SSD Mobilenet V3 Untuk Deteksi Tingkat Kepuasan Pasien di Klinik Berdasarkan Ekspresi Wajah Secara Real-Time
(Universitas Sumatera Utara, 2025)Patient satisfaction is one of the key indicators in assessing the quality of services in healthcare facilities, including clinics. Satisfaction can be measured through both verbal and non-verbal approaches. Verbal ... -
Implementasi Model Random Forest dan Whale Optimization Algorithm untuk Prediksi Hasil Panen Padi
(Universitas Sumatera Utara, 2025)Accurate prediction of rice crop yield is crucial for supporting food security, especially in rice-producing regions like Serdang Bedagai Regency, North Sumatra. Rice crop yields are influenced by various factors, including ... -
Sistem Deteksi Orang Merokok Menggunakan YOLO11 dengan Pemberitahuan Otomatis Via Telegram
(Universitas Sumatera Utara, 2025)Indonesia ranks fourth globally in terms of the highest number of smokers as of 2025. Exposure to cigarette smoke poses health risks not only to active smokers but also adversely affects passive smokers due to the toxic ... -
Deteksi Real-Time Citra Sampah Menggunakan YOLOv11 untuk Mendukung Sistem Pemilahan Sampah Otomatis
(Universitas Sumatera Utara, 2025)The large volume of unmanaged waste in Indonesia poses a significant challenge that requires innovative solutions, particularly in the area of automated waste classification and detection. This study aims to develop an ... -
Implementasi Metode YOLOv10 dan EasyOCR untuk Rekognisi Plat dan Identifikasi Sepeda Motor yang Bergerak
(Universitas Sumatera Utara, 2025)The advancement of image recognition and computer vision technology has enabled the development of more intelligent and efficient traffic monitoring systems. One of the main issues in Indonesia is the limitation of the ... -
Klasifikasi Tingkat Korosifitas Produk Minyak Bumi pada Tembaga Berdasarkan ASTM D-130 Menggunakan Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2025)The determination of petroleum product corrosiveness based on the ASTM D-130 standard is traditionally carried out through visual observation of the color change on copper strips after immersion in the sample. However, ...
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