Engineering Notes

Notes from the edge

Design and optimization notes from building real-time edge vision systems.

RT

Camera Stream Configuration Matters

August 22, 2026

How video stream parameters shape real-time edge AI pipelines — from bitrate and frame rate to GOP structure, treating camera configuration as part of the system architecture.

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Engineering Notes

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MediaCodec Optimization for Low-Latency Video AI

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Designing Low-Latency RTSP Pipelines for Edge AI

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