Miniature Imaging System with Edge Intelligence for Remote AI Applications
Patrick Hopper
Publisher, President #Influencer @ OpenSystems Media | Embedded | AI | IoT | Military | Aerospace | Embedded World Media Partner #ew25 #embeddedworld
Remote edge AI applications are dependent on the size of the embedded hardware device that carry all the computational power and capabilities for processing edge data at the source. Large, embedded AI accelerators face several challenges in space-constrained systems such as being obtrusive and covert. In the article titled, “Millimeter-Scale Ultra-Low-Power Imaging System for Intelligent Edge Monitoring,” the researchers developed a miniature millimeter scale imaging system with deep learning and image processing capabilities for edge applications, especially for home-surveillance scenarios. The system uses vertically stacked ultra-low-power ICs and employed dynamic behavior-specific power management, hierarchical event detection, and a combination of data compression methods.
The Road to embedded world: Samtec
At this year's embedded world Exhibition&Conference, Samtec will be showcasing its silicon-to-silicon application solutions for industrial use. To get.a glimpse of?Samtec’s solutions that the conference, stop by Hall 1, Booth nr. 1-500 for demonstrations of the VITA 88 XMC+, VITA 74 VNX, and COM-HPC connectors.