参考文章:
综述:
深度学习,图像分类,从vgg到inception,到resnet
https://blog.csdn.net/u012931582/article/details/76407235
AlexNet概述:
https://baike.baidu.com/item/AlexNet/22689612?fr=aladdin
深入理解AlexNet网络
https://blog.csdn.net/luoluonuoyasuolong/article/details/81750190
VGG16概述:
VGG16网络原理分析与pytorch实现
https://zhuanlan.zhihu.com/p/87555358
深度学习笔记(六)--VGG16网络
https://blog.csdn.net/qq_29893385/article/details/81207082
Inception概述:
经典网络结构GoogleNet之Inception-v1 v2 v3 v4 Resnet
https://blog.csdn.net/Julialove102123/article/details/79632721
深度学习--Inception-ResNet-v1网络结构
https://blog.csdn.net/lovelyaiq/article/details/79026181
ResNet概述:
残差网络ResNet笔记
https://www.jianshu.com/p/e58437f39f65
ResNet解析
https://blog.csdn.net/lanran2/article/details/79057994
经典分类CNN模型系列其四:Resnet
https://www.jianshu.com/p/93990a641066
十分钟一起学会ResNet残差网络
https://baijiahao.baidu.com/s?id=1609100487339160987&wfr=spider&for=pc
DenseNet概述:
DenseNet:密集连接卷积网络
https://www.jianshu.com/p/0b8fc900abef
注意力机制:
详解深度学习中“注意力机制”
https://www.jianshu.com/p/9b922fb83d77
注意力机制最新综述解读
https://blog.csdn.net/shenziheng1/article/details/89323074
深度学习-54:生成式对抗网络GAN(原理、模型和演进)
https://blog.csdn.net/shareviews/article/details/83040305
多标签问题
分类问题-----多标签(multilabel)、多类别(multiclass)
https://blog.csdn.net/qq_27009517/article/details/80264919
深度学习---多标签分类问题
https://blog.csdn.net/qq_38906523/article/details/80210527
转载:https://blog.csdn.net/yiyayiya557/article/details/106638070