Motor vehicle traffic violation behavior automatic detection technology based on computer vision

Abstract

The invention discloses a motor vehicle traffic violation behavior automatic detection technology based on computer vision. The motor vehicle traffic violation behavior automatic detection technologycomprises the following steps: constructing a target detection data set; loading a YOLOv3 model to perform a parameter initialization process of the model, constructing a model, and training the model; predicting a target category and position coordinates by using the trained YOLOv3 model; and inferring traffic violations according to the target category and the position coordinates. For the motorvehicle traffic violation behavior automatic detection technology, based on computer vision, a target detection algorithm based on deep learning and a reasoning mode based on rules are used for automatically detecting traffic violation behaviors; a new thought is provided for traffic violation behavior detection of motor vehicles; and the motor vehicle traffic violation behavior automatic detection technology has excellent extraction efficiency and accuracy.

Description

technical field [0001] The invention relates to the field of computer vision, in particular to an automatic detection technology for motor vehicle traffic violations based on computer vision. Background technique [0002] Existing methods for detecting motor vehicle traffic violations mainly rely on manual methods such as traffic police patrols to detect violations. The disadvantages are that they consume a lot of labor costs and the coverage of time and space is not high. In addition, the use of motor vehicles mainly exists in small and medium-sized cities and rural areas, and its wide range of existence makes the human cost of mobilizing traffic police for rectification huge. [0003] With the country's importance to Internet technology, transportation has entered the era of intelligence. There are a large number of traffic violations in daily traffic trips, which make people's daily traffic trips have great hidden dangers. At the same time, motor vehicles generally exis...

AI Technical Summary

Problems solved by technology

There are a large number of traffic violations in daily traffic travel, which make people's daily traffic travel have great hidden dangers

At the same time, motor vehicles generally exist in the streets and alleys, and their illegal behavior makes drivers and pedestrians bear safety risks

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