2022 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF) · 2022 · 18 citations · 7 references
ComputingComputer ScienceData ScienceArtificial IntelligenceComputer VisionMachine LearningAction RecognitionDeep LearningDigital SurveillanceImage ProcessingPattern RecognitionVideo AnalysisAction DetectionActivity RecognitionNeural Network ModelingStream-based Event DetectionVideo Action RecognitionVideo Anomaly DetectionVideo Monitoring SystemsVideo Surveillance Analytics
This article is devoted to the development of a system for determining abnormal human behavior based on DeepStream technology. The article describes existing solutions, as well as describes in detail the process of designing and developing an intelligent system, which includes: choosing the system architecture; preparing a data set for training; designing the architecture of an artificial neural network; the process of training a neural network; as well as demonstrating the operation of the designed and developed system.
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The Marginal Value of Adaptive Gradient Methods in Machine Learning
Ashia Wilson, Rebecca Roelofs, Mitchell Stern et al. · arXiv (Cornell University) · 2017 · 553 citations · Full text