AI & Machine Learning

CoStream: Codec-Guided Resource-Efficient System for Video Streaming Analytics

Ali Nemati12 hours ago27 sec read2 views0 listens

CoStream is a new system for video streaming analytics that leverages codec metadata to optimize processing across video decoding, visual processing, and language model prefilling, significantly reducing computational costs without sacrificing accuracy. This approach matters because it addresses the scalability issues of multimodal inference by eliminating the need for costly redundancy identification methods, making real-time video analytics more efficient and accessible for developers.

Read the full article at arXiv cs.CV (Vision)

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