Table 7 Accuracy of person wear and posture recognition algorithms.

From: Exploration and future prospects of intelligent supervision technology and system development in biological laboratories

Target type

Detection rate

False alarm rate

Target type

Detection rate

False alarm rate

Protective clothing

93.5%

1.1%

Chatting

93.1%

4.3%

Face masks

91.6%

1.2%

Walking

97.2%

2.3%

Gloves

92

3.6%

Fall

97.9%

0.7%

Goggles

91%

1.5%

Standing

97.5%

0.8%

Masks

92%

1.2%

Sitting

98.7%

1.2%

Sleeping

96.7%

0.8%

Lying down

98.7%

1.2%

Drinking

96.8%

0.8%

Sample collection

96.5%

2.9%

Smoking

97.1%

2.1%

Procedure

91.1%

7.7%

Eating

98.5%

1.1%

Sample disposal

95.5%

3.3%