深度学习cnn resnet 的相关内容

文章 2022-06-03 来自：开发者社区

深度学习与CV教程(9) | 典型CNN架构 (Alexnet,VGG,Googlenet,Resnet等)

作者：韩信子@ShowMeAI教程地址：http://www.showmeai.tech/tutorials/37本文地址：[http://www.showmeai.tech/article-detail/268](http://www.showmeai.tech/article-本系列为斯坦福CS231n 《深度学习与计算机视觉(Deep Learning for Computer Visi....

文章 2018-10-16 来自：开发者社区

深度学习第19讲：CNN经典论文研读之残差网络ResNet及其keras实现

在 VGG 网络论文研读中，我们了解到卷积神经网络也可以进行到很深层，VGG16 和 VGG19 就是证明。但卷积网络变得更深呢？当然是可以的。深度神经网络能够从提取图像各个层级的特征，使得图像识别的准确率越来越高。但在2014年和15年那会儿，将卷积网络变深且取得不错的训练效果并不是一件容易的事。深度卷积网络一开始面临的最主要的问题是梯度消失和梯度爆炸。那什么是梯度消失和梯度爆炸呢？所谓梯.....

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