The detection is triggered most of the time due to the shadow changes. There is no movement. Sometimes, it detects movement due to the wind and not vehicle/person moves. In outdoor setting, this is false triggering. A vehicle was parked in front of the camera, but the shadow or wind blowing causing some motion on other things, such as tree, bushes and the detection indicates vehicle. The car never moves. AI should checks to see if a vehicle is detected and see if that vehicle is moving or not. If not, then the detection should not mention about car. Also, when motion is detected due to wind or changes in brightness, there is no heat information and AI should not be triggered.
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