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Release time: 20/03/2025
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AI Edge Computing Box: A Comprehensive Analysis of Computing Power Chips and Applications


Since NVIDIA launched the Jetson series, edge devices equipped with various AI computing power chips have emerged one after another. Due to their box - like appearance and algorithm inference capabilities, the industry refers to them as edge boxes, AI Boxes, algorithm boxes, etc. Nowadays, edge boxes have been widely used in scenarios such as chain stores, gas stations, chemical plants, construction sites, industrial areas, power systems, telecommunications equipment rooms, intelligent security, smart communities, campuses, scenic spots, and industrial parks. They can quickly support visual algorithms such as detection, classification, segmentation, and feature extraction.


AI edge computing boxes can usually be paired with a variety of AI computing power chips, which specifically depend on their design goals, application scenarios, and performance requirements. Common chip types include:


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