title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ ÑÐ°Ð·Ð¼ÐµÑÐºÐ¸ Ð°Ð²ÑÐ¾ÑÑÐ°Ð½ÑÐ¿Ð¾ÑÑÐ° Ð´Ð»Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð·Ð°Ð´Ð°Ñ ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½Ð¾Ð³Ð¾ Ð·ÑÐµÐ½Ð¸Ñ: Ð°Ð½Ð°Ð»Ð¸Ð· ÑÑÑÐµÑÑÐ²ÑÑÑÐ¸Ñ ÑÐµÑÐµÐ½Ð¸Ð¹
title: Development of a vehicle marking app for solving computer vision problems: a literature review
Creators: name: ÐÐ°ÑÑÐ°ÐºÐ¾Ð², ÐÐ°ÐºÑÐ¸Ð¼
name: Ð¥ÑÑÐ¾ÑÐ½Ð¾Ð¹, Ð¯ÑÐ¾ÑÐ»Ð°Ð²
name: ÐÐ¾Ð»ÑÑÐ½Ð¾Ð²ÑÐºÐ°Ñ, ÐÐ°ÑÐ¸Ð½Ð°
name: Ð¨Ð¸ÑÐ¾ÐºÐ¾Ð²Ð°, Ð¡Ð²ÐµÑÐ»Ð°Ð½Ð°
name: "Ð¡Ð¸ÑÑÐµÐ¼Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· Ð² Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ð¸ Ð¸ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ð¸", Ð¼ÐµÐ¶Ð´ÑÐ½Ð°ÑÐ¾Ð´Ð½Ð°Ñ Ð½Ð°ÑÑÐ½Ð¾-Ð¿ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ°Ñ ÐºÐ¾Ð½ÑÐµÑÐµÐ½ÑÐ¸Ñ (26; 2022; Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³)
Publisher: name: ÐÐÐÐÐ¢ÐÐ¥-ÐÐ ÐÐ¡Ð¡
Year: 2023
Subjects: ÐÐµÐ¹ÑÐ¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
ÐÑÑÐ¸ÑÐ»Ð¸ÑÐµÐ»ÑÐ½ÑÐµ Ð¼Ð°ÑÐ¸Ð½Ñ ÑÐ»ÐµÐºÑÑÐ¾Ð½Ð½ÑÐµ
ÐºÐ¾Ð¼Ð¿ÑÑÑÐµÑÐ½Ð¾Ðµ Ð·ÑÐµÐ½Ð¸Ñ
ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ð¹
Ð´Ð°ÑÐ°ÑÐµÑ
3D Ð°Ð½Ð½Ð¾ÑÐ°ÑÐ¸Ñ
3D ÑÐ°Ð·Ð¼ÐµÑÐºÐ°
ÑÐ°Ð·Ð¼ÐµÑÐºÐ° Ð¸Ð·Ð¾Ð±ÑÐ°Ð¶ÐµÐ½Ð¸Ð¹
computer vision
application development
dataset
3D annotation
3D markup
image markup

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description: The article provides an overview of existing approaches to creating datasets and applications for labeling data on images used in solving computer vision problems. The purpose of the review is to determine the current level of elaboration of this scientific subject, as well as to determine the most appropriate ways to solve these problems in the case of a particular stage of the project. As an information base for analytical research, scientific papers published in international peer-reviewed journals and collections of conference reports over the past 10 years are used. The article considers 3 types of scientific works. First, articles related to dataset projects, the authors of which accompanied their research with the creation of an open-source image markup application. Secondly, articles related to traffic simulators were reviewed, which are used to train and test neural networks that solve, for example, determination problems. Thirdly, articles were considered on ready-made datasets that are used in solving the problems of training neural networks in the field of computer vision. The results of the work confirm the prospects of this direction and contribute to the implementation of the authorsâ own application for marking images. The results of the work can be used by researchers in substantiating the relevance of their own research on this topic.