Research Article
[Retracted] Detection Algorithm of Wind Power Equipment Video Image Sequence Based on Artificial Intelligence
Table 3
Number of training samples.
| | Log2C | Accuracy (%) | Vector (face/non-face) | Train time (s) | | SVM | PCA-SVM | SVM | PCA-SVM | SVM | PCA-SVM |
| | 1 | 98.18 | 98.65 | 1,095 (579/518) | 758 (395/362) | 30.368 | 6.966 | | 3 | 98.73 | 99.60 | 552 (296/254) | 428 (239/188) | 13.489 | 4.302 | | 5 | 99.20 | 99.62 | 448 (190/258) | 393 (181/211) | 12.688 | 4.336 | | 7 | 99.40 | 99.73 | 362 (158/206) | 362 (158/202) | 11.023 | 3.992 | | 8 | 99.47 | 99.76 | 344 (148/195) | 362 (158/203) | 10.630 | 3.785 | | 9 | 99.52 | 99.77 | 344 (136/208) | 362 (158/203) | 10.475 | 3.866 | | 10 | 99.51 | 99.80 | 344 (136/208) | 362 (158/203) | 10.432 | 3.891 |
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