Table 1 Classification criteria of safety level.

From: Interpretable and lightweight fall detection in a heritage gallery using YOLOv11-SEFA for edge deployment

Level

Value range

Explanation

Level 0

\(\:0.38\le\:{x}_{7}\le\:0.50\)

Safety: normal activities, natural posture

Level 1

\(\:0.51\le\:{x}_{7}\le\:0.56\)

Low risk: minor falls or atypical postures

Level 2

\(\:0.57\le\:{x}_{7}\le\:0.61\)

Medium-high risk: posture distortion or occlusion

Level 3

\(\:0.62\le\:{x}_{7}\le\:0.74\)

High risk: obvious falls, accompanied by occlusion and crowded environment