1999：SIFT
2001：Cascades
2003：Bag of Words
2005：HOG
2006：SPM/SURF/Region Covariance
2007：PASCAL VOC
2008：DPM/Efficient Subwindow Search
2009：HOG-LBP/ImageNet
2010：Improved FV
2011：Selective Search
2012：DCNN AlexNet
2013：OverFeat
2014：MS COCO/RCNN
2015：Fast RCNN/Faster RCNN/VGGNet/GoogLeNet
2016：ResNet/SSD
2017：Mask RCNN/DenseNet
2018CVPR目标检测论文：https://blog.csdn.net/wfei101/article/details/80861681
2019CVPR目标检测论文：https://blog.csdn.net/xiao_lxl/article/details/95621146
https://blog.csdn.net/f290131665/article/details/81012556
Pytorch：https://cloud.tencent.com/developer/article/1521649
可以直接使用pretrained model