SSD（Single Shot MultiBox Detector）及基于SSD结构的目标检测网络总结

 

SSD是目标检测的主要框架之一，本博客对基于SSD结构设计的各种目标检测网络做一个总结。

目前主要有以下这些：

1. original SSD :

   https://github.com/weiliu89/caffe/tree/ssd

   https://arxiv.org/abs/1512.02325

2. DSSD:

   https://github.com/chengyangfu/caffe/tree/dssd

   https://arxiv.org/abs/1701.06659

3. RSSD:

   https://arxiv.org/abs/1705.09587

4. DSOD:

   https://github.com/szq0214/DSOD

   http://openaccess.thecvf.com/content_ICCV_2017/papers/Shen_DSOD_Learning_Deeply_ICCV_2017_paper.pdf

5. MobileNetSSD:

   https://github.com/chuanqi305/MobileNet-SSD

   https://arxiv.org/abs/1704.04861

6. ShuffleNetSSD:

   https://arxiv.org/abs/1707.01083

7. FSSD(SSD+FPN):

   https://github.com/lzx1413/CAFFE_SSD/tree/fssd

   https://arxiv.org/abs/1712.00960v1

8. MobileNetV2_SSDLite:

   https://github.com/chuanqi305/MobileNetv2-SSDLite

   https://arxiv.org/abs/1801.04381

9. PeleeSSD:

   https://github.com/Robert-JunWang/Pelee

   https://arxiv.org/pdf/1804.06882.pdf

10. RefineDet:

    https://github.com/sfzhang15/RefineDet

    https://arxiv.org/abs/1711.06897