MMDetection_Lite

基于mmdetection 实现一些轻量级检测模型，安装方式和mmdeteciton相同

voc0712

voc 0712训练 voc2007测试 coco预训练
thundernet_voc_shufflenetv2_1.5

input shape	mAP
320*320	0.71
352*352	0.722
384*384	0.734
416*416	0.738
448*448	0.744
480*480	0.747

coco2017

thundernet_coco_shufflenetv2_1.5

input shape	AP(0.5:0.95)
320*320	0.22

移动端推理 ncnn project

thundernet_ncnn

Get Started

Please see GETTING_STARTED.md for the basic usage of MMDetection.

@article{mmdetection,
  title   = {{MMDetection}: Open MMLab Detection Toolbox and Benchmark},
  author  = {Chen, Kai and Wang, Jiaqi and Pang, Jiangmiao and Cao, Yuhang and
             Xiong, Yu and Li, Xiaoxiao and Sun, Shuyang and Feng, Wansen and
             Liu, Ziwei and Xu, Jiarui and Zhang, Zheng and Cheng, Dazhi and
             Zhu, Chenchen and Cheng, Tianheng and Zhao, Qijie and Li, Buyu and
             Lu, Xin and Zhu, Rui and Wu, Yue and Dai, Jifeng and Wang, Jingdong
             and Shi, Jianping and Ouyang, Wanli and Loy, Chen Change and Lin, Dahua},
  journal= {arXiv preprint arXiv:1906.07155},
  year={2019}
}