Research Article
Small Object Detection with Multiscale Features
Table 5
The comparison of accuracy between our model and Faster-RCNN (60000,30000).
| model | mAP | Mouse | Telephone | Outlet | Faucet | Clock | Toilet paper | bottle | plate |
| Faster RCNN | 0.491 | 0.447 | 0.449 | 0.549 | 0.424 | 0.604 | 0.309 | 0.428 | 0.719 | Our model | 0.587 | 0.371 | 0.564 | 0.572 | 0.561 | 0.690 | 0.546 | 0.514 | 0.880 |
|
|