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Human Pose Estimation

Topic: Pose

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Body Pose Understanding

Detect human poses.

Top-Down

Detect person, then keypoints. YOLO/OpenPose.

Bottom-Up

Find all keypoints, then group. AlphaPose.

Applications

Action recognition. Fitness tracking. Animation.

Key Takeaways

  1. Top-down vs bottom-up approaches
  2. Keypoint detection
  3. Fitness and animation uses

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