Research Article
Analytical Study of Deep Learning-Based Preventive Measures of COVID-19 for Decision Making and Aggregation via the RISTECB Model
Table 2
Comparison of different social distancing models with the proposed model besides distance estimation.
| | Accuracy (%) | Precision (%) | Recall (%) | Real time | Distance | Database | Number of images | Data augmentation |
| Keniya et al. [39] | 92.8 | 87 | 90 | Na | Na | Auxiliary dataset | 295 | ✓ | Sener and Savarese [40] | 93.3 | 92 | 90 | Na | Na | Benchmark | Na | X | Yadav et al. [41] | 91 | 92 | 96 | Na | Na | Face mask | 3195 | X | Escalera et al. [42] | 95.6 | 96 | 96.5 | 91 | Na | Oxford Town | 800 | X | Proposed | 97.5 | 97 | 97.5 | 95.44 | 97.88 | UET Peshawar/Oxford Town | 2200/800 | ✓ 6000/3200 |
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