Riding the Blue Wave: Building Autonomous Intelligence on the Edge #06
Episode 6: Why Most "Real-Time" Demos Aren't Actually Real-Time — a confession about my own benchmarks, and how to profile honestly on ARM.
Aug 3, 202612 min read
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Articles tagged with #raspberry-pi
Episode 6: Why Most "Real-Time" Demos Aren't Actually Real-Time — a confession about my own benchmarks, and how to profile honestly on ARM.
Episode 5: Temporal Stability vs Raw Confidence — why a steady, unremarkable detection beats a brilliant one that flashes for a single frame.
Episode 4: Asynchronous Pipelines Without Chaos — threads, cores, lock-free buffers, and the day I caught my own "parallel" pipeline running sequentially.
Episode 3: Designing for CPU-only Inference — squeezing real-time perception out of an ARM chip with no GPU.
Episode 1: Motivation
