The rapid advancement of deepfake technology poses significant challenges, as it enables the generation of highly realistic synthetic facial images that are increasingly difficult to distinguish from authentic ones. This development raises substantial concerns regarding information verification and biometric security. This study aims to address these issues by implementing a deepfake detection …
ATechnological advances drive the need for accurate automatic classification systems, such as in flower type identification, which is still often done manually. This study aims to measure the performance of the DenseNet201 architecture in classifying five types of flowers (Daisy, Dandelion, Rose, Sunflower, and Tulip) using a Convolutional Neural Network (CNN). The model was developed with a fu…
This research will focus on developing and testing a helmet violation and vehicle speed detection system based on the YOLO algorithm and classification using a Convolutional Neural Network (CNN). The purpose of writing this thesis is to implement the YOLOv8 algorithm for Detecting Helmet Violations and Vehicle Speed, calculating the accuracy level of the detection system using You Only Look Onc…
Kopi merupakan salah satu komoditas unggulan Indonesia dengan nilai ekonomi yang tinggi. Penentuan kualitas biji kopi secara konvensional masih dilakukan secara manual oleh tenaga ahli, yang memerlukan waktu cukup lama dan berpotensi menimbulkan subjektivitas. Penelitian ini bertujuan untuk mengklasifikasikan kualitas biji kopi menggunakan algoritma Convolutional Neural Network (CNN) dengan ars…
Advances in signal processing technology and machine learning have created opportunities to leverage electroencephalogram (EEG) signals for more advanced human emotion recognition. This study aims to develop a human emotion classification model based on a Convolutional Neural Network (CNN) using the SEED-IV dataset, focusing on four emotion classes: happy, sad, fear, and neutral. The data consi…
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Denial of Service (DoS) is one of the popular cyber attacks targeting websites of well-known organizations and has the potential to have high economic and time costs. One of the most common types of DoS is the Distributed Denial-of-Service (DDoS) attack which aims to bring down the target service using various distributed resources. In an effort to handle Distributed Denial-of-Service (DDoS) at…
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This research is entitled “Development of E-LKPD Content Using Liveworksheet Based on Artificial Intelligence to Improve Critical Thinking at SMA Negeri 1 Indralaya”. The learning process at SMA Negeri 1 Indralaya still relies on conventional LKPD that has not been integrated with artificial intelligence technology. However, SMA Negeri 1 Indralaya already has adequate technological support …
This research is entitled "Development of E-LKPD Using Liveworksheet on Siddhayatra Inscription Material, Sriwijaya Kingdom Heritage in SMA Negeri 16 Palembang". This research was conducted in class X4 SMA Negeri 16 Palembang. The formulation of the problem in this research is How to develop E-LKPD using liveworksheet on Siddhayatra Inscription Material, Sriwijaya Kingdom Heritage in SMA Negeri…
Face identification is a form of Machine Learning application, specifically using Deep Learning, that is commonly encountered in our daily lives. In its implementation, there are many algorithms used, and those employed in image processing for embedded schemes must be able to operate effectively on the intended hardware system. One example of such an algorithm is the Weightless Neural Network (…
Bangkitan perjalanan merupakan tahap permodelan untuk memperkirakan jumlah banyaknya perjalanan yang berasal dari suatu zona atau tata guna lahan serta memperlihatkan banyaknya lalu lintas yang dibangkitkan oleh setiap tata guna lahan. Untuk menghasilkan suatu pemodelan yang menguhubungakan antara parameterparameter tertentu dengan jumlah perjalanan yang terjadi di lapangan dapat dikembangkan m…
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Baja merupakan salah satu bahan konstruksi. Baja banyak digunakan pada struktur seperti jembatan dan konstruksi gedung. Struktur baja biasanya tersusun atas komponen dasar seperti batang tarik, tekan, momen dan sambungan. Peran baja yang dominan yaitu sebagai batang tarik yang dapat dibentuk dan dikombinasikan sebagai sambungan. Pada konstruksi baja biasanya kegagalan terjadi pada sambungan, ha…