Estimation of the number and geo-location oil wells is important for policy holders considering their impact on energy resource planning. With recent development in optical remote sensing, it possible to identify from satellite images. Moreover, advancement deep learning frameworks object detection sensing makes automatically detect In this paper, we collected a dataset named Northeast Petroleu...