SYSTEM AND METHOD FOR REDUCING FALSE POSITIVES IN OBJECT DETECTION FRAMEWORKS

Disclosed herein is a system and method for reducing false positives in object detection frameworks. A human reviews objects detected by the object detection framework and indicates whether the object is an object of a class for which the object detection framework is trained to detect. When an indication of a false positive been received, a feature representation of displayed object is stored in a gallery. During an inference or testing phase, the gallery is searched for a feature representation matching the feature representation of the detected objects, and, if a match is found, the detected object is deemed to be a false positive and is not identified as an object for which the object detection framework has been trained to detect.