Behind the rapid development of deep learning methods, massive data annotations are indispensable yet quite expensive. Many active (AL) and semi-supervised (SSL) methods have been proposed to address this problem in image classification tasks. However, these face a new challenge object detection tasks, since requires as well localization information labeling process. Therefore, paper, an framew...