Detecting if someone needs help after a fall using AI and computer vision
YOLOv11 identifies people in the video frame
Pose keypoints determine if someone has fallen
Random Forest classifier confirms if help is needed
Uses YOLOv11 for person detection, pose estimation for fall analysis, and Random Forest for distress classification.
Achieves 90% precision and recall in detecting falls and determining if someone needs help.