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 sampleYOLO 9000YOLO-vocYOLO v3YOLO-vocRV

free flow2252142.5%2252220.7%22517412.8%2252191.4%
synchronous flow5475182.7%5474796.6%54743111.9%5475232.2%
blocking flow10509554.7%10509704.0%105079913.6%10509923.7%