AI Solution

Lane Violation Video

Lane Violation

AI solution to prevent traffic accidents by detecting lane violations, a risk factor in road traffic

Outline

In 2021, the NIA's artificial intelligence learning data rescue project successfully completed the "Lane Violation Data Using Lane Violation Image Data" task, and based on this, the development of a real-time Lane Violation AI solution was completed.

Process

Detection

Vehicle Detection Algorithm

Lane Detection Model

Class of Lane

Item Detail
Lane Type Solid Line / Dashed Line / Double (Solid-Dashed) / Double Solid Line
Solid Single, Double
Dashed Single, Double
Combined Left Dashed + Right Solid / Left Solid+Right Dashed
Lane Color White/ Yellow / Blue

Traffice Violation Detection Algorithm

Apply sequence data analysis to provide statistics by type of traffic violation

Traffice Violation Classification

designated lane violation
  • designated lane violation recognition
  • Recognition of driving on the primary lane of large trucks, etc.
Illegal lane change
  • solid lane change recognition
  • center line violation recognition
Bus-only lane violation
  • Bus-only lane recognition
  • Blue double solid line + center line (yellow double solid line)
  • Blue double solid line + road end
  • Recognition of non-bus vehicles in exclusive bus lane zones
  • Recognition of center line or end lane
  • Blue Lane Recognition
  • Based on the blue lane, the lane closest to center line or end lane is the bus-only lane.

Can be used in various ways such as vehicle recognition, lane recognition, traffic law violation, etc.

Service