Abstract: An apparatus including an interface and a processor. The interface may be configured to receive pixel data generated by a capture device and a temperature measurement generated by a thermal sensor. The processor may be configured to receive the pixel data and the temperature measurement from the interface, generate video frames in response to the pixel data, perform computer vision operations on the video frames to detect objects, perform a classification of the objects detected based on characteristics of the objects, detect a temperature anomaly in response to the temperature measurement and the classification, and generate a control signal in response to the temperature anomaly. The control signal may provide a warning based on the temperature anomaly. The classification may provide a normal temperature range for the objects detected.