Search results for: 'learning algorithm'

Fiber optic sensing solutions utilize the light medium as the physical source to detect variations in temperature, acoustics, strain, and vibrational parameters. Fiber optic sensing uses an optical fiber cable as the sensor device to create a continuous point of sensing along the fiber cable. This method of sensing is known as distributed fiber opt...

20 Sep 2023  |  Global  |  Technology Research

Edge AI Accelerators—Emerging Opportunity Analysis

Expanding IoT Applications Drive Growth

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Specialized edge AI hardware that enables quick deep learning on-device has become essential due to the rising need for real-time deep learning workloads. Additionally, a cloud-based AI method cannot ensure data privacy, low latency, or offer high bandwidth. As a result, many AI workloads are shifting to the edge, increasing the demand for speciali...

The proliferation of internet of things applications, such as smart manufacturing and smart transportation, has resulted in the explosion of artificial intelligence (AI) and big data. These applications heavily rely on complex AI and machine learning algorithms, requiring computational solutions to handle varying workloads. Power-intensive, costly,...

Simultaneous localization and mapping (SLAM) technology in imaging applications is relying on sensor technologies and software algorithms. SLAM allows autonomous systems such as self-driving cars, robots, and drones to simultaneously build a map of their surroundings, navigate, operate effectively, and estimate their position on that map. It levera...

Sensors are an integral component found in most digital devices, from smartphones to intelligent vehicles. Industrial Internet of Things, smart cities and factories, autonomous cars, and telehealth create a need for sensor solutions that offer advanced data analytics for efficient usage of energy sources, improved health and safety, and environment...

This study discusses the critical role of sensors in wearable electronics. Ten different types of sensors have been discussed. This number is expected to increase to accommodate more sensing functionalities in wearable devices. However, the scope of this research is much wider as a number of significant trends are discussed, related not only to sen...

16 May 2022  |  Global  |  Market Research

Global Computer Vision Growth Opportunities

Computer Vision Technology will Enhance the Future Growth Potential of the ICT Industry

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This research service analyzes the core capabilities of computer vision technology and identifies the factors driving new use cases and greater adoption. Computer vision technology has advanced beyond object detection and achieved human emotion analysis. The COVID-19 pandemic has accelerated the adoption of computer vision in Industry 4.0 applicati...

The advanced imaging sensors market is growing rapidly, driven by fast-paced innovations and increasing consumer demand. As industries place greater emphasis on comfort, convenience, safety, and efficiency, the global sensor market for autonomous vehicles and robotics is experiencing exponential growth. Governments and regulatory bodies across regi...

23 Jan 2018  |  North America  |  Market Research

Global Embedded Computing Ecosystem Market, Forecast to 2023

IoT is the Main Engine for Growth and Innovation in a Market Going through an Intense Consolidation Phase

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Key Issues Addressed

IoT, powered by embedded sensors and ubiquitous cloud/mobile computing, is creating new business models and driving billions in spending across all key verticals – manufacturing, automotive, retail, and security – on a global scale. The revenue for the global embedded computing systems market is expected to increase from $55.51 billion in 2017 to $...