Pose Estimation
A computer vision task that detects and localizes human body keypoints to understand posture and movement.
In more detail
Pose estimation identifies positions of body joints (head, shoulders, elbows, etc.) in images or videos. Applications include fitness tracking, action recognition, healthcare, and animation. Architectures include OpenPose, PoseNet, and Transformers.
Examples
- Fitness app tracking exercise form
- Action recognition in video
- Sports performance analysis
- Healthcare gait analysis
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