Determining whether the image data is within a predetermined range configured to be analyzed by the image analysis software

摘要

A system for determining whether image data is within a predetermined range configured to be analyzed by image analysis software. The system includes a camera and an electronic processor. The electronic processor is configured to receive image data from the camera and generate predictions regarding the image data and confidence values associated with the predictions. The electronic processor is also configured to perturb the image data using the perturbation value and generate predictions regarding the perturbed image data and confidence values associated with the predictions. The electronic processor is further configured to compare the confidence values and deactivate the autonomous function of the vehicle when a difference between the confidence value associated with the prediction regarding the image data and the confidence value associated with the prediction regarding the image data is less than a predetermined threshold value.