Hand detection is a key step in the pre-processing stage of many computer vision tasks because human hands are involved activity. Some examples such hand posture estimation, gesture recognition, activity analysis, and other as these. Human have wide range motion change their appearance lot different ways. This makes it hard to identify some crowded place, can move In this investigation, we provide concise analysis CNN-based object recognition algorithms, more specifically, Yolov7 Yolov7x...

Road markings and signs provide vehicles pedestrians with essential information that assists them to follow the traffic regulations. surface include pedestrian crossings, directional arrows, zebra speed limit signs, other similar text, so on, which are usually painted directly onto road surface. fulfill a variety of important functions, such as alerting drivers potentially hazardous section, directing traffic, prohibiting certain actions, slowing down. This research paper provides summary...

The World Health Organization (WHO) has publicized a global public health emergency due to the COVID-19 coronavirus pandemic. Wearing mask in can provide protection against spread of disease. Tremendous progress been made object detection recent times, thanks large part deep learning models, which have shown encouraging results when it comes recognizing objects images. Recent technological developments this possible. is one way prevent transmission from others. Our study employs You Only...

Researchers in the fields of machine learning and artificial intelligence have recently begun to focus their attention on object recognition. One biggest obstacles image recognition through computer vision is detection identification similar items. Identifying musical instruments can be approached as a classification problem, where goal train model classify based features shape. Cellos, clarinets, erhus, guitars, saxophones, trumpets, French horns, harps, recorders, bassoons, violins were...

Universities play an essential role in encouraging digital literacy as a form of support to accelerate transformation Indonesia. One the strategic steps acceleration is carry out organizational change academic scope. innovative ideas facilitate thesis registration process, selection supervisors, and consultation existence integrated accountable control system. This research proposes idea analyze design Information System for Thesis Consultation Process known SIBIMA using Software Life Cycle...

The human hand is involved in many computer vision tasks, such as posture estimation, movement identification, activity analysis, and other similar which detection an important preprocessing step. It still difficult to correctly recognize some hands a cluttered environment because of the complex display variations agile fact that they have wide range motion. In this study, we provide brief assessment CNN-based object identification algorithms, specifically Densenet Yolo V2, V2 CSP, CSP SPP,...

The DNA virus responsible for monkeypox, transmitted from animals to humans, exhibits two distinct genetic lineages in central and eastern Africa. Beyond the zoonotic transmission involving direct contact with infected animals’ bodily fluids blood, spread of monkeypox can also occur through skin lesions respiratory secretions among humans. Both chickenpox involve be secretions, but they are caused by different viruses. key difference is that an orthopox-virus, while varicella-zoster virus....

The research addresses the challenges faced by PT KAI (Kereta Api Indonesia) Persero in adapting to digital revolution, particularly context of online ticket purchasing and train service reservations.It focuses on need for PT.KAI improve efficiency customer satisfaction response complaints about conventional purchase methods.It will employs Technology Acceptance Model (TAM) understand user acceptance with Access application.The sample size is quantified 150 valid questionnaires analyzes...

In the realm of agriculture, crop yields fundamental cereals such as rice, wheat, maize, soybeans, and sugarcane are adversely impacted by insect pest invasions, leading to significant reductions in agricultural output. Traditional manual identification these pests is labor-intensive time-consuming, underscoring necessity for an automated early detection classification system. Recent advancements machine learning, particularly deep have provided robust methodologies a diverse array...

In the era of digitalization, KAI finally transformed train ticket booking transactions by launching Access application. By applying optimal strategy Game Theory, will be able to compete with marketplaces such as Traveloka represent itself community a credible company. Theory was chosen analyze existing competition find optimum strategy. Because both applications sell same product, seen from services provided using usability HCI. The 5 strategies are Learnability, Efficiency, Memorability,...

Sentiment analysis (SA), also known as opinion mining, is a natural language processing (NLP) technique used to determine the sentiment or emotional tone behind piece of text. It involves analyzing text identify whether it expresses positive, negative, neutral sentiment. SA can be applied various types data such social media posts, customer reviews, news articles, and more. This experiment based on Internet Movie Database (IMDB) dataset, which comprises movie reviews positive negative labels...

The increasing use of wireless communication and IoT devices has raised concerns about security, particularly with regard to attacks on the Routing Protocol for Low-Power Lossy Networks (RPL), such as wormhole attack. In this study, authors have used trust concept called PCC-RPL (Parental Change Control RPL) over communicating nodes networks which prevents unsolicited parent changes by utilizing concept. aim study is make RPL protocol more secure using a Subjective Logic Framework-based...

The development of the times in field technology allows information to be obtained quickly and easily. We often encounter exchange world work, one business entities that is very dependent on cooperatives. In traditional cooperatives, use services requires users come directly physical location cooperative. process recording user data transaction history also still done manually, namely by writing it a book, so takes long time. cooperative system created web-based application with Laravel...

The research addresses the growing need for efficient management of marine tourism activities in Indonesia, explicitly diving, snorkeling, and fishing. With rapid expansion tourism, there is a pressing innovative solutions to streamline information dissemination enhance tourist experiences. This study proposes development database system utilizing Rapid Application Development (RAD) methodology cater diverse needs tourists engaging activities. approach comprises requirement planning, user...

The biggest challenge for architecture designers is the time required design process. Especially landscape architects who have different work limits from in general. In contrast to general, are assisted producing plans by building standards, requirements, and space programs that adapt type of project being undertaken. At same time, some jobs demand high-productivity animation presentation a short time. long process involved designing often makes it difficult produce optimal work. This study...

The ongoing COVID-19 pandemic has significantly affected global public health, necessitating protective measures such as wearing face masks to reduce the spread of disease.Recent advances in deep learning-based object detection have shown promise accurately recognizing objects within images and videos.In this study, state-of-the-art You Only Look Once (YOLO) V5 model was employed classify individuals based on their mask-wearing status into three categories: none, poor, adequate.YOLO is known...

The economic crisis triggered by the COVID-19 pandemic has made people unable to meet their basic daily needs. Social assistance, or social is a program offered government underprivileged communities support and improve welfare of disadvantaged people. It known that many aids implementations are not on target. Even judging from latest data, there still double recorded reach around 70% data. From existing problems, AYO BANSOS application was designed help implement aid programs more quickly....

Gereja Isa Almasih Jemaat Purwodadi dengan jumlah jemaat yang terus bertambah dan kegiatan ibadah beragam, menimbulkan tantangan bagi pengurus gereja dalam mengelola semua aspek administrasi penjadwalan efisien. Kebutuhan data ada juga semakin meningkat, sehingga menjadi susah untuk bisa dikelola secara konvensional. Sistem Informasi adalah solusi tepat membantu terkait ibadah, seperti jadwal kegiatan, pelayanan jemaat, manajemen keuangan, dokumentasi ibadah. Upaya penerapan sistem tersebut...

The church is a community of believers in Jesus Christ who engage various religious activities. In managing these busy activities, the administration often faces risk human error. response to digitalization challenges, idea creating information system application emerged address issues, known as center application. purpose this assist smooth operation activities and simplify administrative processes involved each activity. results show that developed can be accessed by all members through...

E-learning UAJ is a system provided by Unika Atma Jaya to facilitate the learning process for both students and lecturers. However, this still rarely used, especially among engineering faculties. This forms basis conducting following analysis. The purpose of research measure level usability e-learning system. Usability analysis carried out using five components outlined Jakob Nielsen: Learnability, Efficiency, Memorability, Errors, Satisfaction. indicators within these are then compiled into...

<p>The prevalence of diabetes is currently increasing worldwide, including in Indonesia, due to the levels stress and lack physical activity that led obesity related complications such as hypertension. However, only about 25% patients are aware their condition. Therefore, this study aims find an algorithm can help predict with better accuracy using mellitus dataset obtained from Kaggle. To obtain information level diagnosis, data will be processed two methods, namely support vector...

The Current technological developments make PT. KAI (Kereta Api Indonesia) as a business entity that regulates and provides rail transportation services has been transformed into providing online ticket reservation services, one of which is through the Access application. But it needs to be realized marketplace trend also penetrated travel deals provide train reservations, Traveloka. This interesting phenomenon basis for conducting research see whether application owned by PT able compete...

The feedback review column on the TripAdvisor website can process sentiment analysis by classifying positive and negative impressions of consumer using machine learning, namely text mining. This study analyzes for hotel products services in Labuan Bajo based data website. Meanwhile, algorithm used is Nave Bayes Classifier (NBC), Support Vector Machine (SVM), also SMOTE Upsampling k-Nearest Neighbor (k-NN) algorithm. classification result shows 702 reviews 2531 reviews. evaluation performance...

In the contemporary era, technological advancements have significantly impacted various aspects of human life, offering increased efficiency and convenience. Indonesia, aiming to enhance international competitiveness, recognizes importance integrating innovation across economic sectors. Despite its abundant natural resources, Indonesia's vital agricultural sector faces challenges, including limited adoption modern technology, resulting in suboptimal productivity. This study focuses on...