{"title":"从车载影像中识别物体,为大学生计算机视觉研究奠定教育基础","authors":"Dang Quoc-Viet, Liu Zixuan","doi":"10.1109/ICIET55102.2022.9779013","DOIUrl":null,"url":null,"abstract":"As the world is getting more connected and processing power increases, the need for undergraduate students to have a solid foundation in machine learning and computer vision is becoming standard [1] [2]. In this paper, we develop a foundation for future computer vision and machine learning work through use of open-source software that can be used on personal and embedded devices. This foundation helps prepare students entering the workforce who will be working in autonomous vehicle safety and car control features.","PeriodicalId":371262,"journal":{"name":"2022 10th International Conference on Information and Education Technology (ICIET)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-04-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Recognizing Objects from on-Board Vehicle Footage to Build an Educational Foundation for Undergraduate Research in Computer Vision\",\"authors\":\"Dang Quoc-Viet, Liu Zixuan\",\"doi\":\"10.1109/ICIET55102.2022.9779013\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As the world is getting more connected and processing power increases, the need for undergraduate students to have a solid foundation in machine learning and computer vision is becoming standard [1] [2]. In this paper, we develop a foundation for future computer vision and machine learning work through use of open-source software that can be used on personal and embedded devices. This foundation helps prepare students entering the workforce who will be working in autonomous vehicle safety and car control features.\",\"PeriodicalId\":371262,\"journal\":{\"name\":\"2022 10th International Conference on Information and Education Technology (ICIET)\",\"volume\":\"54 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-04-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 10th International Conference on Information and Education Technology (ICIET)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICIET55102.2022.9779013\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 10th International Conference on Information and Education Technology (ICIET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIET55102.2022.9779013","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Recognizing Objects from on-Board Vehicle Footage to Build an Educational Foundation for Undergraduate Research in Computer Vision
As the world is getting more connected and processing power increases, the need for undergraduate students to have a solid foundation in machine learning and computer vision is becoming standard [1] [2]. In this paper, we develop a foundation for future computer vision and machine learning work through use of open-source software that can be used on personal and embedded devices. This foundation helps prepare students entering the workforce who will be working in autonomous vehicle safety and car control features.