Research Article
A Deep Learning Approach of Vehicle Multitarget Detection from Traffic Video
Table 3
Statistics of different model results for blocking flow sample training.
| frame sample | YOLO 9000 | YOLO-voc | YOLO v3 | YOLO-vocRV | | | | | | | | | | | | |
| free flow | 225 | 214 | 2.5% | 225 | 222 | 0.7% | 225 | 174 | 12.8% | 225 | 219 | 1.4% | synchronous flow | 547 | 518 | 2.7% | 547 | 479 | 6.6% | 547 | 431 | 11.9% | 547 | 523 | 2.2% | blocking flow | 1050 | 955 | 4.7% | 1050 | 970 | 4.0% | 1050 | 799 | 13.6% | 1050 | 992 | 3.7% |
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