This repository implements RSN, a deep learning approach for detecting human body keypoints in multi-person images. The method aggregates features at the same spatial resolution to obtain delicate local representations that retain spatial information for precise keypoint localization. It includes a Pose Refine Machine attention mechanism to further refine keypoint predictions. The model achieved top performance on COCO dataset benchmarks.