O. Medvedeva, S. Mustafina, Dmitry Petrov, Rustam Salavatov, S. Mustafina
{"title":"为进一步的神经网络教学获取视频的情感色彩","authors":"O. Medvedeva, S. Mustafina, Dmitry Petrov, Rustam Salavatov, S. Mustafina","doi":"10.1109/EWDTS.2018.8524856","DOIUrl":null,"url":null,"abstract":"With the development of online video services, machine learning technologies are developing. At this stage of development, neural networks allow us to identify patterns in the incoming data, while their mass usage in various technologies does not surprise with its vastness. The special problem is the training of networks based on video data. This article is devoted to the tasks of clustering video on emotional coloring with the help of neural networks, or more precisely, the approach which allows to accelerate the training of the neural network and to determine the emotional coloring of the video in subsequent actions.","PeriodicalId":127240,"journal":{"name":"2018 IEEE East-West Design & Test Symposium (EWDTS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Getting the Emotional Coloring of Videos for Further Teaching of Neural Networks\",\"authors\":\"O. Medvedeva, S. Mustafina, Dmitry Petrov, Rustam Salavatov, S. Mustafina\",\"doi\":\"10.1109/EWDTS.2018.8524856\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"With the development of online video services, machine learning technologies are developing. At this stage of development, neural networks allow us to identify patterns in the incoming data, while their mass usage in various technologies does not surprise with its vastness. The special problem is the training of networks based on video data. This article is devoted to the tasks of clustering video on emotional coloring with the help of neural networks, or more precisely, the approach which allows to accelerate the training of the neural network and to determine the emotional coloring of the video in subsequent actions.\",\"PeriodicalId\":127240,\"journal\":{\"name\":\"2018 IEEE East-West Design & Test Symposium (EWDTS)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 IEEE East-West Design & Test Symposium (EWDTS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EWDTS.2018.8524856\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 IEEE East-West Design & Test Symposium (EWDTS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EWDTS.2018.8524856","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Getting the Emotional Coloring of Videos for Further Teaching of Neural Networks
With the development of online video services, machine learning technologies are developing. At this stage of development, neural networks allow us to identify patterns in the incoming data, while their mass usage in various technologies does not surprise with its vastness. The special problem is the training of networks based on video data. This article is devoted to the tasks of clustering video on emotional coloring with the help of neural networks, or more precisely, the approach which allows to accelerate the training of the neural network and to determine the emotional coloring of the video in subsequent actions.