Research Article
Research on Real-Time Face Key Point Detection Algorithm Based on Attention Mechanism
Table 3
Performance comparison results of different algorithms on each data set.
| Algorithm | Angle range | Mean | [0,20) | [20,40) | [40,60) | [60,80) |
| SqueezeNet [47] | 2.72 | 3.46 | 4.74 | 6.74 | 4.42 | Xception [48] | 2.53 | 3.68 | 4.51 | 5.92 | 4.16 | LBP [49] | 3.75 | 4.23 | 5.35 | 7.49 | 5.21 | ShuffleNetV2 [50] | 2.46 | 3.84 | 4.73 | 6.43 | 4.37 | MobileNetV2 [51] | 3.62 | 4.45 | 5.22 | 7.37 | 5.17 | This method | 2.24 | 3.13 | 4.34 | 5.28 | 3.75 |
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