Real time management of detected issues

A non-transitory computer readable medium for real time management of detected issues, the non-transitory computer readable medium that stores instructions for:

• producing, by a classification unit having a neural network, a classification decision for sensed information obtained in an environment of a vehicle;
• automatically generating, by one or more computing devices with auto-labeling capabilities, an automated ground truth labeling for the sensed information;
• detecting, by the one or more computing devices and based on a performance indication related to the automated ground truth labeling, an issue with respect to the classification detection;
• and
• responsive to the detecting, addressing the detected issue in a driving in the environment of the vehicle by a computer device associated with the vehicle, using a signature generated in association with at least the classification decision or with the detected issue;
• wherein the neural network is in a same state in the producing of the classification decision, the detecting the issue, and the addressing the detected issue.

A method for real time management of detected issues, the method comprising:

• automatically generating, by one or more computing devices with auto-labeling capabilities, an automated ground truth labeling for sensed information obtained in an environment of a vehicle;
• detecting, by the one or more computing devices and based on a performance indication related to the automated ground truth labeling, an issue with respect to a classification detection made for the sensed information using a neural network in a specified state;
• and
• responsive to the detecting, addressing the detected issue in a driving in the environment of the vehicle by a computer device associated with the vehicle, using a signature generated in association with at least the classification decision or with the detected issue;
• wherein the neural network in the specified state in the detecting of the issue.

A non-transitory computer readable medium for real time management of detected issues, the non-transitory computer readable medium that stores instructions for:

• automatically generating, by one or more computing devices with auto-labeling capabilities, an automated ground truth labeling for sensed information obtained in an environment of a vehicle;
• detecting, by the one or more computing devices and based on a performance indication related to the automated ground truth labeling, an issue with respect to a classification detection made for the sensed information using a neural network in a specified state;
• and
• responsive to the detecting, addressing the detected issue in a driving in the environment of the vehicle by a computer device associated with the vehicle, using a signature generated in association with at least the classification decision or with the detected issue;
• wherein the neural network in the specified state in the detecting of the issue;
• wherein the neural network is in a same state in the producing of the classification decision, the detecting the issue, and the addressing the detected issue.