by Qijie Zhao, Feng Ni. (VDIG，PKU)
We won't update this repo any more, welcome to read&use our recent work: (M2Det)[https://github.com/qijiezhao/M2Det]
Besides, our proposed upgraded model will be opened soon!(Note that we are not developed from pure SSD)
- VOC2007
| model | mAP |
|---|---|
| ssd300 | 77.27% |
| ssd512 | 79.89% |
| Ours300-vgg | 80.5% |
| Ours512-vgg | 82.1% |
| Ours300-resnet101 | 81.7% |
| Ours512-resnet101 | 82.7% |
- KITTI
| model&Input | mAP |
|---|---|
| ssd300,TBA | TBA |
| ssd512,TBA | TBA |
| Ours300 | 80.2% |
| Ours512 | 82.6% |
| Ours800 | 86.7%(==>up to 87.9%) |
| Ours800-multi-scale | 89.83%(==>up to 90.08%) |
- MS COCO
| model&Input | mAP(0.5:0.95) |
|---|---|
| Ours300-vgg | 30.1%(TBA) |
| Ours300-resnet101 | 32.1% |
| Ours300-vgg-multiscale | 36.7% |
| Ours512 | 34.8%(TBA) |
| Ours512-vgg-multiscale | 39.0% |
Still being under fixing.