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README.md

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},
}