Identification of Novel Classes for Improving Few-Shot Object Detection

Zeyu Shangguan, Mohammad Rostami

Conventional training of deep neural networks requires a large number of the annotated image which is a laborious and time-consuming task, particularly for rare objects. Few-shot o…