Vision + Image Recognition
stack: Python, C#, SciKit, OpenCV, Cuda, Keras, TensorFlow
Analysis of movement, objects of movement and Identification of violators of Road Traffic.
Computer Vision + Image Recognition
status: developed, tested.
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)».
• 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.