Analysis of movement, objects of movement and Identification of violators of Road Traffic.

Stack of technologies

Computer Vision + Image Recognition

stack: Python, C#, SciKit, OpenCV, Cuda, Keras, TensorFlow

Description

Analysis of movement, objects of movement and Identification of violators of Road Traffic.

Computer Vision + Image Recognition

status: developed, tested.


Tasks and problems

Development of a solution for the analysis of traffic, objects of movement and identification of violators  of traffic. Automation of writing out fines. Part of the project "Intelligent Traffic Management System  (ITS)».



Technological solution of the problem

        Dynamic Image Stabilization.

        Development of algorithms for computer vision and machine learning that successfully analyze and identify violators.

        Algorithms recognize complex objects associated with road users: positions of traffic lights, colors of active traffic lights signals, turns, observance of marking, recognition of numbers of road vehicles.