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Toward an Industrial Robot Gym
This chapter briefly describes how to build a digital twin and how to make it work in order to benefit a modern factory. It describes how the digital...
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Creating SORDI: The Largest Synthetic Dataset for Industries
This chapter describes SORDI, the largest Synthetic Industrial Dataset for Object Detection for Industries, jointly developed by BMW Group and...
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Digital Images – The Bread and Butter of Computer Vision
This chapter focuses on the usage of Computer Vision (CV) in manufacturing for product inspection, quality assurance, workplace safety, and factory...
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Industrial Evolution Toward the Age of Imagination
This chapter briefly describes transitions within the industrial age: from the first, second, and third industrial revolutions, to the current...
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How Visual Data Is Revolutionizing the Industry World
This chapter briefly describes how Industry 4.0 technologies have placed digital multimedia data at the center of organizations of all sizes and...
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Adaptive Slot Allocation Method for Data Link of UAV Transmission Network
In order to avoid unordered data occupying the data link organization in UAV transmission network for a long time, a more reasonable network slot...
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Research on Motion Stability Control Algorithm of Multi-axis Industrial Robot Based on Deep Reinforcement Learning
When the multi-axis industrial robot is disturbed by the outside, there will be some problems, such as large deviation of heading angle,...
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Intelligent Retrieval Method of Massive Music Information Resources Based on Deep Learning
With the increase of data storage capacity and the development of transmission technology, the number of music shows an unprecedented growth....
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Robust Design of Machine Translation System Based on Convolutional Neural Network
Aiming at the problem of low load robustness coefficient and recovery robustness coefficient of machine translation system in different scenarios and...
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Recognition of Running Gait of Track and Field Athletes Based on Convolutional Neural Network
With the continuous development of competitive sports, higher requirements have been put forward for the athletic level and technical movements of...
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Security Management Method of Power Communication Access Network Based on EPON Technology
Generally, to ensure the security of the network is at the expense of network performance. In view of this problem, this paper attempts to apply EPON...
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Reliability Testing Model of Micro Grid Soc Droop Control Based on Convolutional Neural Network
In order to avoid the fatigue operation of microgrid and ensure the application reliability of equipment components, a reliability detection model of...
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A Method of Mining Abnormal Data of College Students’ Physical Fitness Test Based on Deep Learning
In order to provide effective reference data for the improvement of college students’ physique, the depth learning algorithm is used to optimize the...
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Feature Selection Using Data Mining Techniques for Prognostication of Cardiovascular Diseases
Cardiovascular diseases (CVD) are a major cause of mortality world-wide causing about 17.9 million deaths per year. Cardiovascular illnesses are a...
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Research on Information Security Management in Hospital Informatization Construction
As we enter the information age, a new problem facing hospital information construction is to do a good job in information security protection....
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Reliability Evaluation Method of Online Japanese Teaching Software Based on Bayesian Network
Software reliability is an important factor for evaluating software quality. Therefore, a reliability evaluation method of online Japanese teaching...
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Online Monitoring Method of Municipal Water Supply and Drainage Pipeline Based on Machine Vision
Municipal water supply and drainage pipeline is a key component of underground pipeline, and the design of monitoring system is of great significance...
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Defect Detection Method of Overhead Line Pins Based on Multi-Sensor Data Acquisition of UAV
Common defects such as loose and missing pins on power fittings seriously affect the stable operation of the power system. In order to find and...
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Application of Superpixel Clustering Algorithm to Hip Joint Image Segmentation Registration
Hip fracture is the most common and serious type of fracture in the elderly. The traditional orthopedic disease diagnosis method lacks sufficient...
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Research on Modeling and Evaluation of Topology Reliability of Smart Campus Network Based on Cloud Computing
In order to further optimize the security and reliability of smart campus network, this paper designs a reliability modeling and evaluation method of...