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dl_notes's Introduction

DL_Notes

📚 专栏目录

1.神经网络与深度学习

2.卷积神经网络原理与视觉实践

3.经典CNN网络模型学习

4.语义分割网络学习

5.实例分割

5.1 相关资料积累

5.2 R-CNN系列

6.计算机视觉中的Attention机制

7. 目标检测

7.1 资料积累

7.2 two-stage 算法

7.3 one-stage算法

8.论文

8.1 论文下载tips:arxiv国内镜像的访问及PDF下载

8.2 已读论文列表

AlexNet VGG ResNet DenseNet SENet SKNet
DoConv PyConv FCN UNet DilationConv Deeplabv3
Deeplabv3+ DepthwiseConv Xception SegNet DFN CCNet
Non-local DAN PAN ResNeSt FarSeg OCRNet
ACNet R-CNN Fast R-CNN Faster R-CNN Mask R-CNN EfficientDet

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