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Flower Classification using Pre-trained ResNet Models in computer Vision 15

Flower Classification using Pre-trained ResNet Models in Com...

引用

15th international conference on Advances in Computing, control, and Telecommunication Technologies, ACT 2024

作者： Chandra, Jyotish K. Jishnu Ashirwaad Sarbesh Pavithra, G. Ninawe, Swapnil S. Dayananda Sagar College of Engineering Bangalore India Department of Electronics & Communication Engineering Dayananda Sagar College of Engineering Bangalore India

ISBN: (纸本)9798331300579

This report explores a methodology for flower classification using a pre-trained ResNet *** approach involves fine-tuning the ResNet model on a flower dataset to achieve high classification *** processes include data preprocessing, augmentation, model training, and evaluation, resulting in a validation accuracy of 95%.The project "Flower Classification Using Pre-trained ResNet Models in computer Vision" aims to explore the capabilities of advanced deep learning techniques in accurately classifying flower *** pre-trained Residual Networks (ResNet), this study demonstrates the efficacy of transfer learning in the domain of image classification, particularly for flora *** abstract outlines the methodology, key findings, and potential applications of the project, emphasizing the significant improvements in classification accuracy and computational efficiency achieved through the use of pre-trained models. © Grenze Scientific Society, 2024.

关键词： Convolutional neural networks

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Method and Algorithm of Successive Approximation Analog-to-Digital Conversion of Information in Management Systems 14

Method and Algorithm of Successive Approximation Analog-to-D...

引用

14th international conference on advanced computer Information Technologies, ACIT 2024

作者： Petryshyn, Lubomyr Petryshyn, Mykhailo Agh University of Krakow Dept. of Enterprise Management Krakow Poland Precarpathian National University Dept. of Computer Science and Information Systems Ivano-Frankivsk Ukraine

ISBN: (纸本)9798350350036

Modeling methods and algorithms for analog-to-digital conversion of information in control systems are significant components in the development and design of devices for analog signals digitizing. This process involves several steps, including sampling, quantization, and encoding, to convert continuous signals into a digital format that can be easily manipulated and analyzed by digital *** quest to enhance the speed of converters is driven by the ever-increasing demand for rapid and efficient data processing. The research into additive successive approximation methods has yielded a novel approach: bitwise balancing. This innovative method, supported by a robust mathematical model, promises to revolutionize analog-to-digital conversion by significantly reducing the conversion time. The empirical analysis suggests that this reduction could range from 6 to 25 %, marking a substantial improvement over existing methods. This breakthrough shows not only the potential for faster data processing but also sets a new direction for the development of technical apparatuses designed for swift information form conversion. © 2024 IEEE.

关键词： additive method algorithm analog-to-digital conversion computational processes management information systems mathematical representations successive approximation

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A User-Friendly Approach to Object Removal: CGANs and STTN for Enhanced Image and Video Editing 15

A User-Friendly Approach to Object Removal: CGANs and STTN f...

引用

15th international conference on Advances in Computing, control, and Telecommunication Technologies, ACT 2024

作者： Bailke, Preeti Naikwad, Aditya Pal, Aman Naik, Aryan Deshmukh, Bhairavi Bharambe, Tejas Vishwakarma Institute of Technology Pune India Department of Artificial Intelligence and Data Science Vishwakarma Institute of Technology Pune India

ISBN: (纸本)9798331300579

This research introduces an advanced object removal tool addressing the challenges in computer vision and image *** Generative Adversarial Networks (GANs) with Python, TensorFlow, and OpenCV, the tool utilizes conditional GANs for efficient learning of patterns and *** employing matched image sets comprising original images and corresponding object masks, the program generates realistic and aesthetically pleasing in-painted ***, a user-friendly web application is developed, allowing users to select input images and define specific regions for *** tool's versatility extends to video editing, incorporating a Spatial-Temporal Transformer Network (STTN) for seamless removal of objects in both spatial and temporal *** comprehensive solution enhances user engagement and expands the tool's applicability to eliminating unwanted elements from videos. © Grenze Scientific Society, 2024.

关键词： computer vision

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Fuzzy controller of Evaluation System Access Distribution 13

Fuzzy Controller of Evaluation System Access Distribution

引用

13th international conference on advanced computer Information Technologies, ACIT 2023

作者： Dubchak, Lesia Vasylkiv, Nadiia Turchenko, Iryna Nadvynychna, Tetiana Savka, Nadiia Akimjak, Amantius West Ukrainian National University Department of Computer Engineering Ternopil Ukraine West Ukrainian National University Department of Information Computer Systems and Control Ternopil Ukraine West Ukrainian National University Subdepartment of Psyhology and Social Work Ternopil Ukraine Catholic University in Ruzomberok Department of Catholic Theology Ruzomberok Slovakia

control of users' access to the information system is the main part of the security system. Moreover, it must work in real time and be easily reconfigured. Such controller can be built by using fuzzy logic. In this paper, the authors propose a fuzzy controller for access distribution to the student assessment system. This approach allows applying the proposed fuzzy controller to any evaluation system, as it can be easily reconfigured. Hardware implementation of this controller allows to increase the stability of the information security system because of subjectivity exclusion. © 2023 IEEE.

关键词： controllers

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Intelligent IoT control System based on Hand Gesture Recognition 5

Intelligent IoT Control System based on Hand Gesture Recogni...

引用

5th IEEE international conference on advanced Information and Communication Technologies, AICT 2023

作者： Balazh, Denys Mrak, Vasyl Sydor, Artur Andrushchak, Volodymyr Rusyn, Bohdan Maksymyuk, Taras Lviv Polytechnic National University Department of Telecommunications Lviv Ukraine Institute Nas of Ukraine Department of Remote Sensing Information Technologies Karpenko Physico-Mechanical Lviv Ukraine

ISBN: (纸本)9798350372571

This paper introduces a cutting-edge smart home system, focusing on the seamless integration of hand gesture recognition with Internet of Things (IoT) technologies. Employing advanced computer vision, the system allows users to control home appliances, particularly lighting, through intuitive hand gestures. Central to this innovation are cameras that accurately interpret these gestures in real time. The system architecture, built around the ESP8266-01 microcontroller and HW-655 relay module, responds promptly to these gesture commands, ensuring a high level of responsiveness and user convenience. © 2023 IEEE.

关键词： computer vision

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Research on Electromagnetic Compatibility of Wireless Transmission in High-Speed Railway Train control System Based on Knowledge Graph 25

Research on Electromagnetic Compatibility of Wireless Transm...

引用

25th international conference on Electromagnetics in advanced Applications, ICEAA 2024

作者： Geng, Xin Dong, Peng Kong, Fanpeng Xiong, Ke China Railway Information Technology Group Co. Ltd Beijing China School of Computer and Information Technology Beijing Jiaotong University Beijing China

ISBN: (纸本)9798350360974

In the high-speed railway environment, electromagnetic interference poses a significant threat to radiocommunication within train control systems, leading to critical security concerns for railway transportation and passenger safety. To tackle the electromagnetic compatibility challenges of wireless links in complex circumstances, a method based on knowledge graph for analysis and management is proposed. This method establishes an electromagnetic compatibility knowledge graph for the wireless transmission in the railway train control system by representing the three elements of electromagnetic compatibility as triple information in the graph database. Furthermore, the application of the knowledge graph is discussed with practice cases. This approach offers a thorough and efficient electromagnetic compatibility analysis framework for the wireless transmission in train control system, supporting the stable operation and safety of the high-speed system. © 2024 IEEE.

关键词： Knowledge graph

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Methods for Developing Effective Models of Biomedical Processes in MATLAB 17

Methods for Developing Effective Models of Biomedical Proces...

引用

17th IEEE international conference on advanced Trends in Radioelectronics, Telecommunications and computer Engineering, TCSET 2024

作者： Kolisnyk, Kostyantyn Kolisnyk, Viktoriia Wik, Torsten National Technical University 'Kharkiv Polytechnic Institute' Dept. Industrial and Biomedical Electronics Kharkov Ukraine Kharkiv National University of Radio Electronics Dept. Media Engineering and Information Radioelectronic Systems Kharkiv Ukraine Institutionen for elektroteknik Chalmers tekniska hogskola Dept. Systems and Control Technology Electrical Technology Gothenburg Sweden

ISBN: (纸本)9798331520564

Mathematical modeling in the study of dynamic processes in biomedicine is currently widely used. The use of mathematical statistics and formal logic methods in the analysis of complex biomedical processes is especially important for increasing the efficiency of biomedical research. Taking into account the established growth of the technical base of research, the development of new technologies and technical means for obtaining and processing statistical biomedical information, the use of mathematical modeling methods is a fairly promising direction in scientific and practical work. In this paper the authors studies the possibility of improving the quality of biomedical process modeling using the MATLAB software environment. The research was carried out on real statistical material obtained by the authors during a full-scale experiment to study the impact of a complex of external factors on patients. The results obtained in this work can be used in the implementation of scientific and applied research of biomedical processes. © 2024 IEEE.

关键词： MATLAB

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Research on Cloud Security Access control Protocol for Power Marketing Services 5

Research on Cloud Security Access Control Protocol for Power...

引用

5th international conference on Machine Learning and computer Application, ICMLCA 2024

作者： Wang, Yimin Wang, Jianghui Yang, Ziyue Xu, Menghan Zhu, Meng Zhao, Lei Ma, Yulong Lv, Congdong Jiangsu Electric Power co. LTD State Grid Corporation of China Nanjing China Jiangsu Fangtian Electric Power Technology Co. Ltd Nanjing China Nanjing Audit University Nanjing China

ISBN: (纸本)9798331530334

With the acceleration of digital transformation in the power industry, power marketing information systems are increasingly relying on cloud computing platforms for data processing and service delivery. However, this trend also brings new security challenges, especially how to ensure secure access control for sensitive data. Attribute Based Encryption (ABE), as an advanced cryptographic tool, can provide fine-grained access control capabilities for data in cloud environments and has become an effective means of solving this problem. This article aims to study a cloud security access control protocol suitable for the field of power marketing, which utilizes attribute based encryption technology. Our research focuses on designing an efficient and secure access control scheme that can adapt to the characteristics of power marketing business while ensuring data privacy and integrity. © 2024 IEEE.

关键词： Cloud security

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3D Integration for Modular Quantum computer based on Diamond Spin Qubits

3D Integration for Modular Quantum Computer based on Diamond...

引用

IEEE international Interconnect Technology conference (IITC) / IEEE Materials for advanced Metallization conference (MAM)

作者： Ishihara, R. Hermias, J. Neji, S. Yu, K. Y. van der Maas, M. Nur, S. Iwai, T. Miyatake, T. Miyahara, S. Kawaguchi, K. Sato, S. Delft Univ Technol QuTech Delft Netherlands Delft Univ Technol Dep Quantum & Comp Engn Delft Netherlands Fujitsu Ltd Quantum Hardware Project Quantum Lab Fujitsu Res Atsugi Japan

ISBN: (纸本)9798350310979

Quantum computer chip based on spin qubits in diamond uses modules that are entangled with on-chip optical links. This enables an increased connectivity and a negligible crosstalk and error-rate when the number of qubits increases on-chip. Here, 3D integration is the key enabling technology for a large-scale integration of the diamond spin qubits with photonic and electronic circuits for routing, control and readout of qubits. There are several engineering challenges to integrate the large number of spins in diamond with the on-chip circuits operating at a cryogenic temperature. In this paper we will address challenges, present recent results and discuss future outlook of the integration technology for realization of a scalable quantum computer based on diamond spin qubits.

关键词： Quantum computer 3D integration Photonic circuits Flip-chip bonding

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Research on the application of CPU control system based on ARM processor in power system 7

Research on the application of CPU control system based on A...

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7th international conference on advanced Electronic Materials, computers, and Software Engineering, AEMCSE 2024

作者： Shen, Wuqiang Long, Zhenyue Shen, Guiquan Cui, Lei Zhang, Xiaolu Guangdong Power Grid Company Limited Guangdong Guangzhou510000 China Joint Laboratory on Cyberspace Security China Southern Power Grid Guangdong Guangzhou510000 China

ISBN: (纸本)9781510681866

Due to the existence of a large number of different brands and models of equipment and systems in the power system, the CPU control system in the power system is prone to system integration and compatibility problems. In order to ensure the smooth application of CPU control system in electric power system, the research on the application of CPU control system in electric power system based on ARM processor is proposed. The CPU control system architecture of ARM processor is established, and the irregular characteristics and task attributes of computational tasks such as sparse matrix operations in power system topology analysis are analyzed. Subsequently, a general optimization criterion for GPU parallel algorithm design is proposed. Experimental results show that the above CPU control system for topology analysis algorithms in power systems achieves a 6-fold acceleration ratio relative to the 8-threaded CPU algorithm on a 30,000-node system, and more than a 4-fold acceleration in the full process of topology analysis. © 2024 SPIE.

关键词： Power systems computer aided design

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