It is a computer vision project that uses yolov5 for object detection. It estimates distance between the subject (vehicle where a dash cam and the system is installed) and the traffic objects, if the estimated distance exceeds the predetermined threshold distance than a braking signal will be generated.
- Only 40% of the drivers apply brake in an accidental situation.
- Laboratory test results have proven that about 47% of the collision impact can be reduced by automatic application of the brake force.
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when a traffic object is within the ROI but outside the threshold distance --> braking signal is not generated
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when a traffic object is within the ROI and below the threshold distance --> braking signal is generated
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when a traffic object is outside the ROI but below the threshold distance --> braking signal is not generated
