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README.md | 3 years ago | |
ssd_mobilenet_v1_300_120e_voc.yml | 3 years ago | |
ssd_r34_70e_coco.yml | 2 years ago | |
ssd_vgg16_300_240e_voc.yml | 3 years ago | |
ssdlite_ghostnet_320_coco.yml | 3 years ago | |
ssdlite_mobilenet_v1_300_coco.yml | 3 years ago | |
ssdlite_mobilenet_v3_large_320_coco.yml | 3 years ago | |
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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。
@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},
}
PaddleDetection
Python Jupyter Notebook Markdown C++ Java other
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