MaochengHu 576cda45b8 first commit		%!s(int64=2) %!d(string=hai) anos
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README.md	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssd_mobilenet_v1_300_120e_voc.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssd_r34_70e_coco.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssd_vgg16_300_240e_voc.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssdlite_ghostnet_320_coco.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssdlite_mobilenet_v1_300_coco.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssdlite_mobilenet_v3_large_320_coco.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos
ssdlite_mobilenet_v3_small_320_coco.yml	576cda45b8 first commit	%!s(int64=2) %!d(string=hai) anos

SSD: Single Shot MultiBox Detector

Model Zoo

SSD on Pascal VOC

骨架网络	网络类型	每张GPU图片个数	学习率策略	推理时间(fps)	Box AP	下载	配置文件
VGG	SSD	8	240e	----	77.8	下载链接	配置文件
MobileNet v1	SSD	32	120e	----	73.8	下载链接	配置文件

注意： SSD-VGG使用4GPU在总batch size为32下训练240个epoch。SSD-MobileNetv1使用2GPU在总batch size为64下训练120周期。

Citations

@article{Liu_2016,
   title={SSD: Single Shot MultiBox Detector},
   journal={ECCV},
   author={Liu, Wei and Anguelov, Dragomir and Erhan, Dumitru and Szegedy, Christian and Reed, Scott and Fu, Cheng-Yang and Berg, Alexander C.},
   year={2016},
}

README.md

SSD: Single Shot MultiBox Detector

Model Zoo

SSD on Pascal VOC

Citations