Article

Only 100 ms for Four-Camera Inference: A Record of Latency Trade-offs in a GStreamer Capture Pipeline

With only a 100 ms budget for feeding four camera streams into inference, this article documents the latency trade-offs of a GStreamer capture pipeline under this constraint. It focuses on the sources of latency in the capture chain and configuration trade-offs, explaining how to arrange the pipeline under four-camera input to meet the inference deadline.

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