 In this paper, we provide a brief introduction to the domain adaptation problem for object detection and present an overview of various methods proposed to date for addressing this problem .
<clarity>  In this paper, we provide a brief introduction to the domain adaptation problem for object detection and present an overview of various methods proposed to date for addressing this problem .
 In this paper, we provide a brief introduction to the domain adaptation problem for detection and present an overview of various methods proposed to date for addressing this problem .