pytorch-ssd
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]
Reproduced the proposed results.
Besides, our proposed upgraded model will be opened soon!(Note that we are not developed from pure SSD)
| model |
mAP |
| ssd300 |
77.27% |
| ssd512 |
79.89% |
| Ours300-vgg |
80.5% |
| Ours512-vgg |
82.1% |
| Ours300-resnet101 |
81.7% |
| Ours512-resnet101 |
82.7% |
| 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%) |
| 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.