Engineering note
Event-Based Vision vs Frame-Based Vision
Compare event-based and frame-based vision by latency, data behavior, image content and integration trade-offs for autonomous edge systems.
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Architecture guidance for edge AI and embedded systems.
Practical discussions of sensing, compute partitioning and rugged hardware design. These notes explain trade-offs rather than presenting one component as universally best.
Engineering note
MPU AI, NPU vs FPGA for Edge AI
A practical guide to partitioning edge AI workloads across FPGA, NPU, MPU and MCU resources by latency, power and software needs.
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How to Design a Rugged Fanless Edge Computer
Engineering considerations for rugged fanless edge computers: power transients, thermal paths, connectors, EMI, software and production test.
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