AI edge computing

Comprehensive Analysis of Mainstream Security Video Surveillance Chips (SoC) in 2025

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Comprehensive Analysis of Mainstream Security Video Surveillance Chips (SoC) in 2025

With the rapid development of Artificial Intelligence (AI), the Internet of Things (IoT), and 5G technology, the security video surveillance industry is undergoing an unprecedented transformation towards intelligence. As the core component of video surveillance systems, the performance of System on Chip (SoC) directly affects the device’s image processing capabilities, AI computing power, and energy … Read more

EmCore-I: The Most SWaP-Optimized Edge AI Solution with Computing Power in China

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EmCore-I: The Most SWaP-Optimized Edge AI Solution with Computing Power in China

The multi-modal embodied intelligent processing unit EmCore is a high-performance edge computing platform designed for unmanned applications in various industries, offering a fully autonomous and controllable hardware and software ecosystem. This facilitates product companies to quickly implement embodied functionalities in scenarios such as drones, quadruped robotic dogs, humanoid robots, ground unmanned vehicles, unmanned boats, and … Read more

Application Solutions for Smart IoT Electric Meters in Factory and Campus Scenarios

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Application Solutions for Smart IoT Electric Meters in Factory and Campus Scenarios

1. Current Status of Traditional Electric Meters Traditional smart meters generally use standard transformer connections or direct wiring methods, with RS485 communication as the communication method, and additional functions are relatively limited. When faced with increasingly complex on-site application scenarios, they often struggle to meet demands. 1. For renovation projects, it is impossible to install … Read more

Creating an AI Version of the Book of Answers with Jetson Orin Nano Development Board

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Creating an AI Version of the Book of Answers with Jetson Orin Nano Development Board

ArticleOverview In this article, DigiKey introduces a project that uses the Jetson Orin Nano development board to build an electronic version of the “Book of Answers”. This project combines large model technology to achieve a random response function similar to the physical version of the Book of Answers, but with more interactivity and dynamic feedback … Read more

Domestic Chip Companies: Six Engineering Samples of Tape-Out Chips Returned by the End of Last Year

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Domestic Chip Companies: Six Engineering Samples of Tape-Out Chips Returned by the End of Last Year

1. Organization: In the first half of the year, global high-end smartphone market sales grew by 8%, with Apple, Samsung, and Huawei ranking in the top three. 2. Arm’s new Lumex CSS platform achieves double-digit performance improvements, driving consumer electronics to be “smarter, more efficient, and more personalized”. 3. With a total investment of 3.5 … Read more

The Latest Guide to Embedded Development Directions in 2025: Insights from a DSP Engineer

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The Latest Guide to Embedded Development Directions in 2025: Insights from a DSP Engineer

This is a tailored guide for you: “2025 Embedded Development Direction Selection Guide”. Whether you are a confused student or an engineer looking to transition, this article will help you: Get a comprehensive view of embedded technology and its subfields at once. Clearly assess the technical requirements and learning difficulties of each direction. Precisely identify … Read more

Can Arm Lumex Truly Put Large Models in Your Pocket When AI No Longer Relies on the Internet?

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Can Arm Lumex Truly Put Large Models in Your Pocket When AI No Longer Relies on the Internet?

1. Core Facts Overview Arm has launched a new AI platform Lumex, which is the flagship upgrade of its Compute Subsystems (CSS) series, designed to support local AI for mobile and wearable devices. Highlights include👇 CPU Performance: C1-Ultra single-thread performance improved by 25%, C1-Pro sustained performance increased by 16%, and C1-Nano power consumption reduced by … Read more

What is TPU? A Comparison of TPU, CPU, GPU, and NPU

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What is TPU? A Comparison of TPU, CPU, GPU, and NPU

From cloud data centers to edge devices, TPU is reshaping the hardware boundaries of artificial intelligence. As an acceleration chip designed specifically for tensor operations, it serves as the core engine for enterprise-level AI inference and is seen by Market.us as a potential carrier for future intelligent terminals. This difference in technological positioning is directly … Read more

In-Depth Analysis of Trends in the Industrial Control System Industry

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In-Depth Analysis of Trends in the Industrial Control System Industry

As the core infrastructure of intelligent manufacturing, Industrial Control Systems (ICS) are undergoing a paradigm shift from automation to intelligence. Driven by both policy and technological innovation, China’s industrial control system industry has formed a market scale of 300 billion yuan, maintaining a compound annual growth rate of over 10%, demonstrating strong development vitality. The … Read more

Goodbye to Manual Monitoring: An Edge AI Box for 24/7 Grain Storage Safety

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Goodbye to Manual Monitoring: An Edge AI Box for 24/7 Grain Storage Safety

Food safety is crucial for national economy and people’s livelihood, but traditional grain storage has long relied on manual inspections, leading to blind spots of “invisibility, incompleteness, and inaccuracy.” Risks such as grain surface anomalies, personnel violations, and equipment hazards can directly result in economic losses and safety incidents if left unchecked. Enterprises urgently need … Read more