Research Article
Classification of Metro Facilities with Deep Neural Networks
| Method | DB(%) | JF(%) | AP(%) | PIS(%) | TRE(%) | BI(%) | mAP(%) |
| DPM | 28.56 | 27.62 | 29.53 | 21.27 | 29.41 | 31.24 | 27.94 | Random forest | 45.27 | 41.38 | 45.79 | 50.45 | 42.35 | 45.78 | 45.17 | CNN | 60.92 | 58.14 | 55.47 | 53.33 | 51.67 | 53.95 | 55.58 | Inception V3 | 90.65 | 88.30 | 93.09 | 93.78 | 85.49 | 93.55 | 90.81 |
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