Fall Detection Model Zoo

Documentation Models
1

Dataset

Dataset Name Training Images Validation Images Class Labels License
Roboflow Fall Detection Dataset (v4) 9,444 899 0: Fall-Detected CC BY 4.0

Model Zoo

DeGirum’s fall detection model zoo features models trained with the Ultralytics repository.

Model Architecture Input Size Precision Runtime Device Type mAP 50-95 mAP 50 FPS
yolov8n_relu6_fall 640x640 INT8 N2X ORCA 0.4297 0.8275 108.3
yolov8n_relu6_fall 640x640 INT8 TFLITE EDGETPU 0.4298 0.8279 –
yolov8n_relu6_fall 640x640 INT8 OPENVINO CPU 0.4361 0.8311 –
yolov8n_relu6_fall 640x640 FP32 OPENVINO CPU 0.4333 0.8297 –
yolov8s_relu6_fall 640x640 INT8 N2X ORCA 0.4705 0.8647 39.1
yolov8s_relu6_fall 640x640 INT8 TFLITE EDGETPU 0.469 0.8641 –
yolov8s_relu6_fall 640x640 INT8 OPENVINO CPU 0.4651 0.8617 –
yolov8s_relu6_fall 640x640 FP32 OPENVINO CPU 0.4667 0.8629 –