arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2010.06900cs.CV

Development of Open Informal Dataset Affecting Autonomous Driving

Gwangju Institute of Science and Technology(光州科学技术院)

Yong-Gu Lee, Seong-Jae Lee, Sang-Jin Lee, Tae-Seung Baek, Dong-Whan Lee, Kyeong-Chan Jang, Ho-Jin Sohn, Jin-Soo Kim

英文摘要:

This document is a document that has written procedures and methods for collecting objects and unstructured dynamic data on the road for the development of object recognition technology for self-driving cars, and outlines the methods of collecting data, annotation data, object classifier criteria, and data processing methods. On-road object and unstructured dynamic data were collected in various environments, such as weather, time and traffic conditions, and additional reception calls for police and safety personnel were collected. Finally, 100,000 images of various objects existing on pedestrians and roads, 200,000 images of police and traffic safety personnel, 5,000 images of police and traffic safety personnel, and data sets consisting of 5,000 image data were collected and built.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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