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Racing the Playhead: Real-time Model Inference in a Video Streaming Environment // Brannon Dorsey // Coffee Sessions #98
MLOps.community
The Engineering Challenges of Machine Learning on Video
Green screen is a tool that lets users upload video to objects, and then play it back with some effect on it. It's not static media; it's media that exists in some object storage. We want to get it to your browser as quickly as possible, but we want to perform all these complex operations on it,. And so i think that's like a corps engineering challenge for us. How do we balance just this heavy compute, really spiky traffic patterns? M, and also deliver this this user experience that feels really good, is reliable?
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