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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 * 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. * Detect when pedestrians are crossing the street without using crosswalk.