可以训练

https://github.com/bubbliiiing/ssd-pytorch

 

SSD_RFB

https://github.com/JJZHK/SSD_RFB

VOC数据集

    SSD300    SSD512    RFB    RFB512    FSSD    FSSD512
VGG16    76.3%👍mAP👍    78.8%👍mAP👍    78.8%👍mAP👍    79.8%👍mAP👍    78.2%👍mAP👍    -
Resnet50    75.2%👍mAP👍    76.3%👍mAP👍    75.4%👍mAP👍    79.5%👍mAP👍    71.1%👍mAP👍    -
Resnet152    75.1%👍mAP👍    78.1%👍mAP👍    75.8%👍mAP👍    79.0%👍mAP👍    72.8%👍mAP👍    

ssd512/vgg16.txt

aeroplane   = 0.849
bicycle     = 0.869
bird        = 0.786
boat        = 0.740
bottle      = 0.569
bus         = 0.867
car         = 0.880
cat         = 0.879
chair       = 0.615
cow         = 0.854
diningtable = 0.718
dog         = 0.862
horse       = 0.857
motorbike   = 0.851
person      = 0.805
pottedplant = 0.526
sheep       = 0.785
sofa        = 0.779
train       = 0.862
tvmonitor   = 0.800