Digital images are one of the most used for various applications that is always in our everyday life. These images always come with noises, an anomaly that distorts the image further from its original condition. This could be fatal to some of the everyday life usage that humans do, such as medical conditions. The method in this study, Non-Local Means will be used to restore these images to at l…
Glaucoma is a chronic eye disease that can lead to blindness. Glaucoma detection can be done by classification using the DenseNet architecture. DenseNet provides good model performance, but often suffers from overfitting. Bottleneck layers can be used to prevent overfitting by reducing the feature dimensions before entering deeper layers. However, reducing the feature dimension may lead to the …
According to data from the Ministry of Public Works and Public Housing (PUPR) in 2022, South Sumatra is one of the regions with a high rate of road damage in Indonesia, including numerous potholes. To address this issue, an automatic pothole detection system using deep learning and GPS-based mapping was developed. This system involves data preprocessing and mapping to create a representative da…
Automatic image classification of fruits and vegetables plays a crucial role in enhancing efficiency in the agricultural and retail sectors, yet it faces challenges due to visual complexities such as intra-class variation and inter-class similarity. This research aims to implement and evaluate the effectiveness of the You Only Look Once version 11 (YOLOv11) algorithm, specifically the YOLOv11s-…
Tujuan penelitian ini adalah untuk menganalisis perubahan warna buah jeruk menggunakan program pengolahan citra dan mengetahui hubungan antara perubahan warna buah jeruk terhadap sifat fisika serta kimianya selama proses degreening berlangsung. Penelitian ini dilaksanakan di bengkel, laboratorium Kimia Hasil Pertanian dan laboratorium Mikrobiologi Jurusan Teknologi Pertanian, Fakultas Pertanian…
Ruang terbuka publik berperan penting dalam mendukung kualitas lingkungan kota serta memberikan ruang interaksi sosial bagi masyarakat. Namun, tidak semua taman kota memiliki kualitas fungsi dan estetika yang optimal. Penelitian ini bertujuan untuk mengevaluasi fungsi fisik dan estetika pada Taman Ferris Wheel G-Walk CitraLand Palembang, serta merumuskan strategi perancangan ulang berbasis hasi…
Penurunan luas area hutan mangrove di Pantai Timur OKI Provinsi Sumatera Selatan disebabkan oleh pembukaan lahan mangrove untuk pertambakan. Tujuan penelitian ini yaitu untuk menganalisis kondisi dan perubahan luas lahan mangrove dengan memanfaatkan data citra Landsat TM. Penelitian ini dilaksanakan pada tanggal 13-16 Mei 2006 di Sungai Lumpur Kabupaten OKI. Analilsi data citra satelit Landsat …
Recently there is no actual data about the wide of mangrove forest in Indonesia especially in east wast of Banyuasin in South Sumatra province. Research about monitoring the condition of mangrove in estuary of Banyuasin river, Sungsang and Upang in South Sumatra province by using image of landsat-TM satelite. This Method is conducted by making each class of image farm closing landsat-TM recordi…
This research examines the "Self-Image of Late Adolescents Visiting Coffee Shop Kopi 16 in Palembang." Visiting coffee shops has become a phenomenon lately because many late teenagers, especially at Coffee Shop 16, shape, express, and perceive themselves in front of others through their visits to coffee shops. In this research, the method used is qualitative descriptive. The data collection tec…
This study aims to analyze the influence of Brand Image and Brand Awareness on consumers' purchasing decisions of Bulog Premium rice. This research uses a quantitative approach with an associative method. Primary data were collected through the distribution of questionnaires to 100 respondents who are consumers of Bulog Premium rice. Based on the analysis using the AIDA theory, the results show…
Limitations of visual analysis by medical personnel. This study implements the YOLOv8 algorithm, a state-of-the-art deep learning method for object detection, to identify three types of brain tumors, namely glioma, meningioma, and pituitary. The dataset was obtained from Kaggle, then processed through the preprocessing and augmentation stages with Roboflow, and trained using several YOLOv8 vari…
Facial images captured under low-light conditions often suffer from visual degradation, including low contrast, inadequate brightness, and loss of important details, which negatively impact face detection accuracy. This study aims to enhance the quality of low-light images using the Retinex method as a preprocessing step and to evaluate its effect on the performance of the YOLOv5 face detection…
The State Fisheries Management Area of the Republic of Indonesia 711 (WPPNRI 711) is a water that has abundant natural resources including oil and gas wealth and fish barns. Based on Kepmen KP No. 50 of 2017 WPPNRI 711 has fishery potential of 767,126 tons with a utilization rate of 10.66%. The lack of utilization is because local fishermen still use conventional methods, in optimizing fisherme…
Penelitian ini dilakukan untuk menganalisis pengaruh citra merek dan kualitas produk terhadap keputusan pembelian konsumen pada KFC Palembang square. Penelitian ini menggunakan data primer yang diperoleh melalui kuesioner, sampel yang diambil sebanyak 100 orang dengan menggunakan metode accidental sampling. Teknik analisis yang digunakan adalah analisis regresi …
The spread of phytoplankton in waters cannot be separated from the content of chlorophyll-a. The concentration of chlorophyll-a in phytoplankton is closely related to the physical and chemical parameters of the waters which have a major role in the distribution of plankton in certain seasons, as well as knowing the characteristics of the diversity of biota that live in a waters. Chlorophyll-a c…
Sea Surface Temperature (SST) is an important factor studied. SST can affect the life of organisms in the waters. Changes in SST in the waters can occur in the time span of daily, weekly and yearly. Over time, SST can be measured using remote sensing technology. The purpose of this study is to map the distribution of sea surface temperatures in the waters of Pasar Bawah, South Bengkulu Regency,…