Patent ID: 11893084
Assignee: JOHNSON CONTROLS TYCO IP HOLDINGS LLP
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 6:
7. The apparatus of claim 1, wherein the processor is configured to:
receive a third image frame from the ROI detection model, wherein the third image frame comprises a second ROI boundary around a second object, and wherein the third image frame is a subsequent frame to the second image frame;
apply a motion mask to at least the second image frame and the third image frame;
detect, using the ROI tracking model, whether the second ROI boundary is present in the second image frame;
in response to determining that the second ROI boundary is not present in the second image frame and detecting no motion of the second object based on the motion mask, identify the second ROI boundary as a false positive;
determine that the third image frame should be added to the training dataset; and
re-train the ROI detection model using the training dataset comprising the third image frame.