Research Article
Smart Real-Time Video Surveillance Platform for Drowsiness Detection Based on Eyelid Closure
Table 3
Classification accuracy achieved on real-time video datasets.
| | Type of Dataset | Number of Frames | Face Detection Accuracy | Eye Detection Accuracy | Classification Accuracy |
| | Closed Eyes video 1 | 1839 | 73.57% | 73.17% | 95.00% | | Closed Eyes video 2 | 1387 | 96.75% | 67.00% | 95.00% | | Open Eyes video 1 | 3601 | 44.32% | 70.30% | 90.50% | | Open Eyes video 2 | 3201 | 78.01% | 96.19% | 95.20% |
| | Total | 10028 | 73.21% | 76.66% | 93.79% |
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