Research Article
Feature Guided CNN for Baby’s Facial Expression Recognition
Table 5
The expression recognition performance of original data which are not equalized by CycleGAN (trained from scratch).
| Models | Happy | Sad | Normal | Average accuracy | Recall | Precision | F1 | Recall | Precision | F1 | Recall | Precision | F1 |
| SO-DLSE | 53.60 | 47.35 | 50.28 | 0.0 | 0.0 | 0.0 | 77.23 | 65.27 | 70.75 | 58.61 | VFESO-DLSE | 56.40 | 84.18 | 67.54 | 38.79 | 76.14 | 51.39 | 94.68 | 70.96 | 81.12 | 74.24 |
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