Patent ID: 11961314
Assignee: NXP B.V.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 17:
18. A method for analyzing an output of an object detector for a selected object of interest, the method comprising:
selecting the object of interest in a first image;
drawing, by the user, a plurality of bounding boxes around the object of interest, each bounding box of the plurality of bounding boxes having a different sized margin;
isolating each bounding box with the different sized margins from the rest of the image;
running an inference operation for each isolated bounding box of the plurality of bounding boxes, wherein the object detector provides a plurality of proposals for each inference operation;
running a non-max suppression (NMS) algorithm on the plurality of proposals;
running a classifier and bounding box regressor on each proposal of the plurality of proposals and outputting the results; and
analyzing the outputted results of the object detector.