神經網絡模型及其資料

每個模型下的網站資料爲他人優秀文章，總結以便後期查看

 

目錄

Heat Map

Overfeat

Dropout_Maxout

Transfer learning

Detectron

VGG

Alexnet

Densenet

Resnet

ResNeXt

SE-net

NAS-FPN

Efficient

Mask-RCNN

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Heat Map

https://github.com/metalbubble/CAM

https://github.com/jacobgil/pytorch-grad-cam

https://www.jianshu.com/p/1d7b5c4ecb93

http://www.sohu.com/a/241401310_395209

https://github.com/philipperemy/tensorflow-class-activation-mapping#caltech256-dataset-with-alexnet-pretrained-with-imagenet

https://github.com/insikk/Grad-CAM-tensorflow

https://www.jianshu.com/p/c608740966d7

https://github.com/Ankush96/grad-cam.tensorflow

https://github.com/jacobgil/keras-grad-cam

https://www.cnblogs.com/luofeel/p/10400954.html

Overfeat

https://blog.csdn.net/Gentleman_Qin/article/details/84836122

https://www.cnblogs.com/coolqiyu/p/9410612.html

Dropout_Maxout

http://www.dataguru.cn/article-10459-1.html

https://blog.csdn.net/zhufenghao/article/details/52527047

Transfer learning

https://blog.csdn.net/pengdali/article/details/79050662

https://blog.csdn.net/sinat_26917383/article/details/72859145

https://blog.csdn.net/sinat_26917383/article/details/72861152

https://blog.csdn.net/zjn295771349/article/details/86355874

https://github.com/jindongwang/transferlearning

https://github.com/creafz/pytorch-cnn-finetune

https://www.cnblogs.com/bonelee/p/8972139.html

Detectron

https://blog.csdn.net/zziahgf/article/details/79652946

https://github.com/FabienFP/Dectectron

https://blog.csdn.net/wanzhen4330/article/details/81735966#%E9%93%BE%E6%8E%A5COCO%E6%95%B0%E6%8D%AE%E9%9B%86

https://www.cnblogs.com/zealousness/p/8757353.html

VGG

https://www.cs.toronto.edu/~frossard/post/vgg16/

https://blog.csdn.net/u013181595/article/details/80974210

Alexnet

https://github.com/kratzert/finetune_alexnet_with_tensorflow

https://github.com/hjptriplebee/AlexNet_with_tensorflow

https://kratzert.github.io/2017/02/24/finetuning-alexnet-with-tensorflow.html

Densenet

https://blog.csdn.net/u014380165/article/details/75142664

https://github.com/titu1994/DenseNet

https://blog.csdn.net/u014380165/article/details/77284905

https://github.com/Tongcheng/DN_CaffeScript

https://github.com/liuzhuang13/DenseNet/tree/master/models

https://github.com/shicai/DenseNet-Caffe

https://blog.csdn.net/m0_37477175/article/details/78955081

Resnet

https://github.com/tornadomeet/ResNet

https://github.com/wenxinxu/resnet-in-tensorflow/blob/master/appendix/Residual_block.png

ResNeXt

https://github.com/facebookresearch/ResNeXt

https://blog.csdn.net/u014380165/article/details/71667916

https://github.com/taki0112/ResNeXt-Tensorflow

SE-net

https://blog.csdn.net/u014380165/article/details/78006626

NAS-FPN

https://github.com/DetectionTeamUCAS/NAS_FPN_Tensorflow

https://blog.csdn.net/qq_14845119/article/details/85103503

https://www.jiqizhixin.com/articles/2019-04-22-12

Efficient

https://github.com/lukemelas/EfficientNet-PyTorch

https://github.com/titu1994/keras-efficientnets

Mask-RCNN

https://github.com/facebookresearch/maskrcnn-benchmark