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  • 标题:An Image Classification-based Approach to Automate Video Playing Detection at System Level
  • 本地全文:下载
  • 作者:Eric Liu Samuel Walcoff ; Qi Lu ; Yu Sun
  • 期刊名称:Computer Science & Information Technology
  • 电子版ISSN:2231-5403
  • 出版年度:2019
  • 卷号:9
  • 期号:12
  • 页码:119-126
  • DOI:10.5121/csit.2019.91215
  • 出版社:Academy & Industry Research Collaboration Center (AIRCC)
  • 摘要:Tech distraction has become a critical issue on people’s work and study productivity, particularly with the growing amount of digital content from the social media site such as Youtube. Although browser-based plug-ins are available to help block and monitor the sites, they do not work for all scenarios. In this paper, we present a system-level video playing detection engine that captures screenshots and analyze the screenshot image using deep learning, in order to predict whether the image has videos in it or not. A mobile app has also been developed to enable parents to control the video playing detection remotely.
  • 关键词:Machine learning; Tech distraction; Image classification
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