Tag: #HRNet
Kubernetes, DevOps and MLOps, written from things we ran and measured ourselves · 2 posts
Human Pose 1: Finding Keypoints with Heatmaps — OpenPose's PAF, HRNet, and Top-Down vs. Bottom-Up
We explain why pose estimation shifted from directly regressing coordinates (DeepPose) to drawing heatmaps for each keypoint, the two paths for handling multiple people (top-down which finds people first, and bottom-up w
2026-10-17 · 16 min read #비전 모델#자세 추정#OpenPose#PAF#HRNetU-Net and HRNet: Resolution-Preserving Architectures and Heatmap Output
Classification models shrink images to figure out "what" is in them, but tasks like ball tracking, pose estimation, and segmentation require knowing "exactly where." We examine the design rationale of U-Net (2015), which
2026-10-17 · 12 min read #비전 모델#U-Net#HRNet#히트맵#분할