Latency and Network Conditions
What happens when a video participant's connection isn't perfect?
We sample with resolutions of 1080p under standard conditions, and can scale down to 720p under constrained network conditions. Models are tested across downscaling, video compression, and codec variability. Azure autoscaling infrastructure maintains consistent detection performance independent of network variability or load spikes.
Netarx conducts robustness testing across crops, flips, brightness and saturation variations, random erases, blurring, downscaling, video compression, and image compression. Even when there are network issues and we need to scale down to 720p, we still achieve P95 detection times of 1.5 to 5 seconds.