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Racing the Playhead: Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
MLOps.community
The Challenges of Working With Video at Scale
Video is really complex. I didn't know until about a year and a half ago. It's just like you say, it's not like normal tabular data. And every time we bring a new model into the equation, we have to kind of, like, tweak our system a bit. But ultimately, like the golden metric is response time to users em and user experience in when using the ap. We want p 95 latency to be under x when using this. If if that's the kind of a base line, then we have a lot of room to run.
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