Undergraduate Theses
Undergraduate Theses
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Identifikasi Anemia melalui Citra Konjungtiva Mata Menggunakan Metode K-Means Clustering dan Convolutional Neural Network
(Universitas Sumatera Utara, 2024)Anemia is a serious health problem that, if not promptly and accurately addressed, can lead to death. Anemia examinations can generally be performed invasively and non-invasively. Invasive examinations require time and ... -
Klasifikasi Batubara Berdasarkan Peringkat Kualitas Menggunakan Faster Region Convolutional Neural Network
(Universitas Sumatera Utara, 2022)Coal is a sedimentary rock made up of plant remains that have accumulated through time which can also be used as fuel. Coal has several levels of quality with different functions in each quality. This causes the importance ... -
Peringkasan Review pada Situs Belanja Online Menggunakan NLP (Natural Language Processing) Berbasis Text Summarization
(Universitas Sumatera Utara, 2022)Online marketplace or e-commerce market is a place where sellers and buyers make buying and selling transactions electronically because it has many conveniences. The growth of the e-commerce market in Indonesia continues ... -
Deteksi Kematangan Cabai Rawit untuk Benih dengan Menggunakan SSD-Mobilenet secara Realtime
(Universitas Sumatera Utara, 2024)The cultivation of bird's eye chili is highly sought after by the Indonesian community. However, despite this popularity, many Indonesian farmers face difficulties in cultivating bird's eye chili, with one of the primary ... -
Penentuan Luas Lesi Pneumonia Covid-19 Menggunakan Arsitektur Segnet pada Citra X-Ray
(Universitas Sumatera Utara, 2024)Lung disease is a highly serious public health issue and a leading cause of death worldwide. One of the diseases affecting the lungs is pneumonia. On December 1, 2019, a new variant of pneumonia caused by a novel virus ... -
Gamifikasi Virtual Reality Bertema First Person Shooter (FPS) dalam Mata Pelajaran Biologi SMA Bagian Mulut
(Universitas Sumatera Utara, 2023)The procces of learning and teaching in schools is an interactive activity between students and teachers. Conventional learning methods involve activities such as reading, observing, and listening. This process is often ... -
Klasifikasi Penyakit Daun pada Tanaman Kopi dengan Penerapan Metode Faster Region Convolutional Neural Network (Faster R-CNN)
(Universitas Sumatera Utara, 2024)Coffee is a high-value agricultural commodity with a significant contribution to foreign exchange for the Indonesian state. With a cultivation area of 1.24 million hectares, Indonesia is among the largest coffee producers ... -
Prediksi Harga Saham Berdasarkan Sentimen Publik Atas Layanan Telekomunikasi Menggunakan Pendekatan Gated Recurrent Unit
(Universitas Sumatera Utara, 2024)Stock market serves as a highly popular investment instrument in Indonesia, influenced by various factors, including public sentiment towards telecommunication services. This research aims to analyze and predict the movement ... -
Implementasi Augmented Reality dalam Aplikasi Pendeteksi Stunting pada Balita Menggunakan Sensor Kamera Time-Of-Flight
(Universitas Sumatera Utara, 2023)Toddler or what are usually called child under five years are a period with growth and development processes that need to be paid attention to. Appropriate nutritional intake are needed in the process of growth and development ... -
Identifikasi Berita Hoax Berbahasa Indonesia Menggunakan Bidirectional Long Short Term Memory (Bi-LSTM)
(Universitas Sumatera Utara, 2024)There are still few hoax news that can be identified because it requires special knowledge, while there are still relatively few people who have this ability. Currently, the identification system is still done manually, ... -
Implementasi Metode Haar Cascade dan Local Binary Pattern Histogram (LBPH) untuk Pengenalan Wajah Bermasker
(Universitas Sumatera Utara, 2024)The Covid-19 pandemic has affected many aspects of people's daily lives around the world. The most common change that we can know and encounter is the obligation for people all over the world to wear masks, because masks ... -
Klasifikasi Penyakit Karies Gigi dengan Metode Probabilistic Neural Network (PNN)
(Universitas Sumatera Utara, 2024)Caries is the most common disease and most experienced by people in the world. Caries is caused by excessive sugar consumption, lack of dental health care, and difficulty accessing standard dental health services. Caries ... -
Deteksi Gerakan dalam Olahraga Yoga Menggunakan Metode You Only Look Once (YOLO)
(Universitas Sumatera Utara, 2023)Yoga is one of the popular sports in Indonesia, and it is also one of the sports that involves various movements suitable for all age groups. Yoga encompasses unique movements. The movements in yoga are believed to promote ... -
Implementasi Arsitektur Efficientnet untuk Mengidentifkasi Rasa Buah Jeruk Berastagi Berdasarkan Citra Jeruk Berastagi Berbasis Android
(Universitas Sumatera Utara, 2023)Orange (Citrus spp.) is one of the cultivated fruits in Indonesia, with a production reaching 2,551,999.00 tons in 2022 according to the Central Statistics Agency (BPS). Oranges are highly popular for consumption due to ... -
Deteksi Kelengkapan Alat Pelindung Diri untuk Pekerja Proyek Menggunakan Metode You Only Look Once Versi 5 (YOLOv5)
(Universitas Sumatera Utara, 2023)Toolset used for self-protection from any danger or accident that might happened in the environment. PPE consists of Hard Hat Helmet, Mask, Safety Vest, Boots. PPE is hard to monitored by Occupational Health and Safety ... -
Implementasi Long Short-Term Memory (LSTM) dan Integer Sequence Matching pada Sistem Chatbot Informasi Saham Indonesia
(Universitas Sumatera Utara, 2023)The percentage of Indonesians investing in the Indonesian stock market is still relatively low compared to other countries. This is due to a lack of information about stocks among the Indonesian population. This problem ... -
Pengembangan Aplikasi Android Auto Solar Tracking System Berbasis IoT pada Inovasi Pembangkit Listrik Solar Cell
(Universitas Sumatera Utara, 2023)Additional electrical energy is needed for the development of contemporary times. After absorbing sunlight, solar cells generate electrical energy. This enables solar cells to produce more electrical energy for daily life. ... -
Implementasi Metode You Only Look Once (YOLO) Versi 5 untuk Identifikasi Keaslian Sepatu secara Realtime
(Universitas Sumatera Utara, 2024)Many prospective shoe buyers, particularly those interested in sneakers, encounter difficulties in ensuring the authenticity of the shoes they wish to purchase. Free trade has propelled the growth of the shoe industry in ... -
Gamifikasi Pembelajaran Bahasa Inggris Berbasis Digital Storytelling dengan Tema Dongeng Nusantara
(Universitas Sumatera Utara, 2024)Nowadays, the development of digital transformation is taking place massively. Along with the development of digital transformation, human resources are required to be able to adapt well. There are four compulsory skills ... -
Game 3D Perjuangan Soekarno untuk Kemerdekaan Indonesia Menggunakan Finite State Machine(FSM)
(Universitas Sumatera Utara, 2024)Indonesia is a country that was once colonized by other countries, to achieve independence the heroes fought for their lives. But with the times, many people don't remember the history of independent Indonesia, most people ...
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