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4 Near Misses
Taking into account the parameters defined and described for collision events (see 3. Collision Detection), our initial approach for detecting near misses will consider the following scenarios:
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Cars that are going through an intersection (in perpendicular directions) and suddenly decrease their velocity and change their direction to avoid a collision.
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Cars approaching to the crosswalk while pedestrians are crossing the street.
In order to optimize the Near Misses detection, we are aiming to a) Extend the Areas of Interest interaction along with the OpenVINO’s detection model, (i.e) by including "No Street Area" (for train rails) as AoI, and being able to detect when a vehicle has suddenly change street lane to the opposite direction. b) Detect when pedestrians are crossing the street without using crosswalk.