| I&T Solution |
Dangerous Driving Behavior Warning and Analytics System
(REF: S-0705) |
| Trial Project |
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| Solution Feature |
- Detection and warning of the signal light’s color, known and unknown obstacles ahead can be done in real-time using the stereo camera’s object detection, triangulation and image processing technologies.
- The operator’s inattentive behaviors like yawning or talking on the phone can be detected, alerted and recorded by our operator monitoring camera using its behavior detection and recognition technologies.
- The stereo camera’s vision algorithm is able to calculate the distance of object to train accurately, with less than 5% of detection error in 100 meters.
- Videos containing crucial information like timestamps, speed, operator’s condition and APM tunnel’s situation can be accessed on the SD card for incident investigation purposes.
- With experience in edge-side computing and hardware engineering, the front-facing camera and operator monitoring camera can function as a standalone all-in-one device.
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| Trial Application and Expected Outcome |
- To decide the optimal installation location, physical inspection of the cabin needs to be conducted.
- To have a better visualization of the APM tunnel, we need to map out the positions of the signal lights and grip poles.
- To achieve a high detection accuracy of the operator monitoring camera, we need to calibrate the device on-site to ensure the operator’s face and motions are detectable.
- To ensure the device can detect obstacles with high accuracy, we need to conduct test runs with the operator and calibrate the AI algorithm on-site.
- To ensure a sufficient time-to-collision to the object, we need to calibrate the parameters on-site.
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| Info on I&T Solution Provider |
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