图像分类网络汇总

LeNet

http://ieeexplore.ieee.org/abstract/document/726791/

AlexNet

http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks

ZFNet

https://arxiv.org/abs/1311.2901

VGG

https://arxiv.org/abs/1409.1556

Inception

v1 https://arxiv.org/abs/1409.4842

v2 https://arxiv.org/abs/1502.03167

v3 https://arxiv.org/abs/1512.00567

v4 https://arxiv.org/abs/1602.07261

DarkNet

https://arxiv.org/abs/1506.02640

ResNet

https://arxiv.org/abs/1512.03385

SqueezeNet

https://arxiv.org/abs/1602.07360

DenseNet

https://arxiv.org/abs/1608.06993

Xception

https://arxiv.org/abs/1610.02357

ResNeXt

https://arxiv.org/abs/1611.05431

PolyNet

https://arxiv.org/abs/1611.05431

MobileNet

v1 https://arxiv.org/abs/1704.04861

v2 https://arxiv.org/abs/1801.06434

v3 https://arxiv.org/abs/1905.02244

ShuffleNet

v1 https://arxiv.org/abs/1707.01083

v2 https://arxiv.org/abs/1807.11164

DPN

https://arxiv.org/abs/1707.01629

NASNet

https://arxiv.org/abs/1707.07012

SENet

https://arxiv.org/abs/1709.01507

CBAM

https://arxiv.org/abs/1807.06521

ResNet_vd

https://arxiv.org/abs/1812.01187

SKNet

https://arxiv.org/abs/1903.06586

Res2Net

https://arxiv.org/abs/1904.01169

SGE

https://arxiv.org/abs/1905.09646

EfficientNet

https://arxiv.org/abs/1905.11946

HRNet

https://arxiv.org/abs/1908.07919

ECANet

https://arxiv.org/abs/1910.03151

GhostNet

https://arxiv.org/abs/1911.11907

ResNeSt

https://arxiv.org/abs/2004.08955