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pytorch-ssd's Introduction

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)

  • 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.

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