Research Article
A Deep Learning Approach of Vehicle Multitarget Detection from Traffic Video
Table 2
Statistics of different model results for synchronous flow sample training.
| frame sample | YOLO 9000 | YOLO-voc | YOLO v3 | YOLO-vocRV | | | | | | | | | | | | |
| free flow | 225 | 221 | 0.9% | 225 | 223 | 0.4% | 225 | - | - | 225 | 223 | 0.4% | synchronous flow | 547 | 500 | 5.2% | 547 | 501 | 4.4% | 547 | - | - | 547 | 524 | 2.1% | blocking flow | 1050 | 940 | 5.5% | 1050 | 925 | 6.3% | 1050 | - | - | 1050 | 921 | 6.5% |
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