Slip-Trip-Fall
الانزلاق والتعثر والسقوط
Also known as: STF, Fall Detection
Slip-trip-fall is a leading source of industrial injury, accounting for roughly 25% of OSHA-recordable incidents on construction sites. CV-based detection combines pose estimation (sudden Y-coordinate drop in head/torso keypoints), action-recognition video models (X3D, VideoMAE fine-tuned on UR-Fall and UP-Fall datasets), and ground-plane geometry. FI Tech ships an STF model trained…
Definition
Slip-trip-fall is a leading source of industrial injury, accounting for roughly 25% of OSHA-recordable incidents on construction sites. CV-based detection combines pose estimation (sudden Y-coordinate drop in head/torso keypoints), action-recognition video models (X3D, VideoMAE fine-tuned on UR-Fall and UP-Fall datasets), and ground-plane geometry. FI Tech ships an STF model trained on Saudi-construction footage that hits 0.92 F1 on validation sets, with sub-2-second alert latency. Alerts route to HSE supervisors on mobile plus the central SOC dashboard, with the original 30-second video clip auto-attached to each MEWA-aligned incident report.
