title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° Ð¿ÑÐ¸Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ Ð´Ð»Ñ Ð¾Ð±Ð½Ð°ÑÑÐ¶ÐµÐ½Ð¸Ñ ÑÑÐ°Ð½ÑÐ¿Ð¾ÑÑÐ½ÑÑ ÑÑÐµÐ´ÑÑÐ² Ð¸ Ð¾ÑÐµÐ½ÐºÐ¸ Ð¸Ñ ÑÐºÐ¾ÑÐ¾ÑÑÐ¸ Ð´Ð²Ð¸Ð¶ÐµÐ½Ð¸Ñ Ð¿Ð¾ Ð²Ð¸Ð´ÐµÐ¾Ð·Ð°Ð¿Ð¸ÑÐ¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð±Ð°ÐºÐ°Ð»Ð°Ð²ÑÐ°
titleType: Subtitle
title: Development of an application for detecting vehicles and assessing their speed by video recording
Creators: name: Ð§Ð¸Ð³Ð¸ÑÑ, ÐÐ»ÐµÐºÑÐ°Ð½Ð´Ñ
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2023
Subjects: Python
YOLO
Ð¾ÑÑÐ»ÐµÐ¶Ð¸Ð²Ð°Ð½Ð¸Ðµ Ð¾Ð±ÑÐµÐºÑÐ¾Ð²
Ð¼Ð¾Ð´ÐµÐ»Ñ
Ð°Ð²ÑÐ¾Ð¼Ð¾Ð±Ð¸Ð»Ñ
ÑÐºÐ¾ÑÐ¾ÑÑÑ
object tracking
model
car
speed

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description: The topic of the final qualifying work: "Development of an application for detecting vehicles and assessing their speed by video recording." The purpose of this work is an application that allows detecting vehicles by means of processing previously recorded video recordings and using the developed algorithms to track these vehicles and evaluate their movement speeds, as well as the ability to record the result in a database. In the course of the work, the means for implementing this application were selected, the architecture of the system was designed and its software implementation was performed. During the testing phase, this application was tested by downloading several versions of recorded videos and running them through an algorithm to estimate the speed of vehicles. The analysis of the obtained results is carried out. In conclusion, conclusions were formulated based on the results obtained, as well as possible ways of developing and using the system were indicated.