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Table 4 Summary of collected data

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

Model Name

Summary of collected data

Frequency

Source

YoloNetForHand,

Images with human hands with corresponding hand coordinates

10,000

Open Images V6 [Ref]

YoloNetForFace,

Images with human faces with corresponding face coordinates

10,000

Open Images V6 [Ref]

YoloNetForNose,

Images with human nose with corresponding nose coordinates

10,000

Open Images V6 [Ref]

HandClassifier,

Images of Open hands and closed hands

5,000

Collected in real time using YoloNetForHand

TeethClassifier

Images of mouth region (showing teeth and not showing teeth)

5,000

Collected in real time using YoloNetForFace