Prithvijit Chakrabarty

Automatic Adaptation of Object Detectors to New Domains Using Self-Training

This work addresses the unsupervised adaptation of an existing object detector to a new target domain. We assume that a large number of unlabeled videos from this domain are readily available. We automatically obtain labels on the target data by using high-confidence detections from the existing det…