Must-read for business owners: How to use cost-effective and responsive edge intelligence to solve long-standing pain points in quality inspection, security, and data privacy. A manufacturing business owner calculated that a high-end quality inspection line in his factory processes dozens of high-definition images every second. If the image data is sent to the cloud for … Read more
As the wave of the Industrial Internet of Things sweeps across various industries, have we ever paused to consider: behind the investment, have we truly gained tangible benefits, or merely added a layer of “digitalization” fluff? 1. Industrial Internet of Things: Value Positioning and Core Concepts The Industrial Internet of Things is not a universal … Read more
With the explosive growth of IoT devices, traditional pure cloud or pure edge architectures can no longer meet the balance of real-time performance, privacy security, and computational cost. This article proposes an edge-cloud collaborative architecture based on popular open-source large models, achieving millisecond-level environmental perception and autonomous decision-making through model hierarchical deployment, dynamic task offloading, … Read more
In industrial scenarios, the “end-to-end” capability of Jetson Thor is not merely about “AI replacing PLCs”; rather, it encompasses all five stages of “perception → cognition → decision-making → control → optimization” into a GPU-accelerated closed data flow that can operate offline at the production line edge 24/7. The following presents a practical reference architecture, … Read more