Abstract: The increasing global aging population and the associated risk of falls necessitate the development of efficient and reliable automated human fall detection systems. This paper presents a ...
Training-free framework that converts SAM3 into a real-time multi-class open-vocabulary detector. Achieves 55.8 AP on COCO val2017 (80 classes) at 15.8 FPS (4 classes, 1008px) on a single RTX 4080.
Abstract: Falls remain a leading cause of injury-related morbidity among elderly populations and vulnerable individuals in smart living environments. Despite advances in deep learning-based fall ...
Helmet (Hard hat) - 72.4% coverage Safety Vest (High-visibility vest) - 72.6% coverage Boots (Safety boots) - 54.1% coverage Person (Individual worker) - 57.5% coverage People (Multiple workers) - 5.2 ...
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