Patent ID: 11869212
Assignee: DEEPING SOURCE INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 7:
8. The method of claim 7, wherein, at the step of (b), the learning device performs at least one of processes of (i) inputting the bounding box vector into the video object detection model, to thereby instruct the video object detection model to (i-1) apply predetermined pixel values, corresponding to the bounding box vector, to the t-th frame image by an addition, a multiplication, or a concatenation thereof, thus generating a modified frame image, and (i-2) perform part of a forward-propagation of the modified frame image, and (ii) inputting the bounding box vector into the video object detection model, to thereby instruct the video object detection model to (ii-1) apply predetermined feature values, corresponding to the bounding box vector, to at least one second feature map by an addition, a multiplication, or a concatenation thereof, thus generating at least one modified feature map, and (ii-2) perform the part of the forward-propagation of the modified feature map,
wherein the predetermined pixel values and the predetermined feature values correspond to multiple pieces of the location information of the bounding boxes corresponding to the bounding box vector, and wherein the second feature map is obtained through the forward-propagation of the t-th frame image.