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Hydra: Computer Vision for Data Quality Monitoring
March 4, 2024, 5:45 a.m. | Thomas Britton, Torri Jeske, David Lawrence, Kishansingh Rajput
cs.CV updates on arXiv.org arxiv.org
Abstract: Hydra is a system which utilizes computer vision to perform near real time data quality management, initially developed for Hall-D in 2019. Since then, it has been deployed across all experimental halls at Jefferson Lab, with the CLAS12 collaboration in Hall-B being the first outside of GlueX to fully utilize Hydra. The system comprises back end processes that manage the models, their inferences, and the data flow. The front-end components, accessible via web pages, allow …
abstract arxiv collaboration computer computer vision cs.cv data data quality experimental hydra lab management monitoring near physics.ins-det quality real time data time data type vision
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