Research Article
Small Object Detection with Multiscale Features
Table 4
The comparison of accuracy between our model and Faster-RCNN. (40000,20000).
| model | mAP | Mouse | Telephone | Outlet | Faucet | Clock | Toilet paper | bottle | plate |
| Faster RCNN | 0.479 | 0.360 | 0.409 | 0.519 | 0.392 | 0.643 | 0.350 | 0.485 | 0.676 | Our model | 0.589 | 0.402 | 0.482 | 0.600 | 0.506 | 0.687 | 0.641 | 0.585 | 0.806 |
|
|