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by moron4hire 2069 days ago
Any word on latency? I didn't see anything in the article. I guess, since this is a synthetic test just pumping a single image file through repeatedly instead of an actual video stream, then it wouldn't realistically be measurable. But if latency is particularly low, this would be a boon for AR systems.
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BTW, this is pumping the same video file through the network - not just a single file. I don't measure latency, but this is not a deep pipeline so it's easy to calculate.
Ok, I guess I misread that part.
Latency fundamentally limited by the model processing single frame, all-in-all, probably somewhere around 10 to 15ms depends on your input size (assuming VGA type of input). This is a great article talks about system-engineering for the vision pipeline, but to solve the latency issue, you need either a beefier processor (or more specialized processor) or a better tuned algorithm.