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Comparison of evaluation results between the mobile-FRD-CNN and the MobileNet.
| Model | Train | Test | mAP | Number of parameters |
|---|---|---|---|---|
| MobileNet + SSD detector | VOC 2007 + 2012 + COCO | VOC 2007 | 72.7 | 6.8M |
| Mobile-FRD-CNN (ours) | VOC 2007 + 2012 + COCO | VOC 2007 | 74.9 | 8.4M |
