🏃 Computer Vision

Human Action Recognition

Classifies what a person is doing — walking, running, falling — from video.

  • Pose estimation
  • Temporal model
  • Action classification
  • Video AI

Pose sequence over time is classified into an action.

What it does

A video-understanding system that recognises human actions over time, not just single frames — useful for safety and analytics.

How it works

  1. Step 1. Body keypoints (pose) are extracted from each frame.
  2. Step 2. A temporal model reads the sequence of poses.
  3. Step 3. It classifies the action — walking, running, falling, fighting…
  4. Step 4. Critical actions like a fall can trigger an immediate alert.

Where it's used

  • Elderly fall detection
  • Sports analytics
  • Workplace safety
  • Behaviour analytics

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