Real-Time Implementation of AI-Based Face Mask Detection and Social Distancing Measuring System for COVID-19 Prevention

Table 2

Validation accuracy and testing accuracy of the three classifiers for different datasets.

Classifier	Datasets	Validation accuracy (%)	Testing accuracy (%)
DT	DS1	92 to 94	96.78
	DS2	96	95.64
	DS3	98	96.5
	DS4	—	99.89
SVM	DS1	98	99.64
	DS2	100	99.49
	DS3	99	99.19
	DS4	—	100
Ensemble algorithms	DS1	97	99.28
	DS2	94	99.49
	DS3	100	99.35
	DS4	—	100