Web: http://arxiv.org/abs/2107.03964

Sept. 19, 2022, 1:12 a.m. | Sibendu Paul, Kunal Rao, Giuseppe Coviello, Murugan Sankaradas, Oliver Po, Y. Charlie Hu, Srimat T. Chakradhar

cs.LG updates on arXiv.org arxiv.org

In Video Analytics Pipelines (VAP), Analytics Units (AUs) such as object
detection and face recognition running on remote servers critically rely on
surveillance cameras to capture high-quality video streams in order to achieve
high accuracy. Modern IP cameras come with a large number of camera parameters
that directly affect the quality of the video stream capture. While a few of
such parameters, e.g., exposure, focus, white balance are automatically
adjusted by the camera internally, the remaining ones are not. We …

accuracy analytics arxiv real-time video

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