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Table 6 Statistical Analysis of YOLO based CNNs

From: A deep learning based multimodal interaction system for bed ridden and immobile hospital admitted patients: design, development and evaluation

Metrics

YoloNetForHand

YoloNetForFace

YoloNetForNose

Models

Training

Testing

Training

Testing

Training

Testing

mAP

0.69713

0.67632

0.8541

0.79121

0.70531

0.65832

Box Loss

0.015149

0.020341

0.009688

0.021681

0.010975

0.022861

Objectness Loss

0.018167

0.023082

0.014921

0.029593

0.031975

0.031567

Precision

0.98613

0.931751

0.98314

0.955214

0.97992

0.961431

Recall

0.99371

0.98651

0.99611

0.966221

0.98543

0.95443

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BMC Health Services Research

ISSN: 1472-6963

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