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cnn-paper's Introduction

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Welcome to CNN learning

徐静

More learning: XuJing'Home https://dataxujing.github.io/

关于CNN的基础知识及相关理论推导可以参考:https://dataxujing.github.io/深度学习之CNN/


关于LeNet-5,AlexNet,VGG16,VGG19这些网络结构我们在https://dataxujing.github.io/深度学习之CNN/中已经详细的解释,并且本教程中涉及的网路结构像ResNet,NIN,Inception,YOLO等也做了详细解释。本教程是对这些网络结构更详细的讨论。


  • ResNet

  • Google Inception

  • R-CNN & SPP-net

  • Fast R-CNN

  • Faster R-CNN

  • YOLO

  • FCN(反卷积),STNet,CNN与RNN的混合结构

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