Research Article
An Efficient Pedestrian Detection Method Based on YOLOv2
Table 3
A comparison of speed and average miss rate among methods.
| | Model | FPS (on GTX1080ti) | Avg. miss rate |
| | VJ | <1 | 72.5% | | HOG | <1 | 46.0% | | VeryFast | >100 | 16.0% | | SpatialPooling | <1 | 11.2% | | Y-PD (ours) | 73 | 9.1% | | RPN+BF | ~4 | 6.9% | | F-DNN | ~6 | 6.8% |
|
|
