DL相关论文翻译与理解汇总

翻译较好的博主:
https://blog.csdn.net/quincuntial/article/category/6083575/3
https://alvinzhu.xyz/category/#₩ᄋᄆ¥ᄎᆭ¥ᆳᆭ¦ᄍᅠ

图像分类:
AlexNet:《ImageNet Classification with Deep Convolutional Neural Networks》
https://blog.csdn.net/qianqing13579/article/details/71381016?locationNum=15&fps=1
VGG:《Very Deep Convolutional Networks for Large-Scale Image Recognition—VGG》
https://blog.csdn.net/Quincuntial/article/details/77386795
GoogLeNet:《Going Deeper with Convolutions》
https://blog.csdn.net/Quincuntial/article/details/76457513
Res-Net:《Deep Residual Learning for Image Recognition》
https://blog.csdn.net/Quincuntial/article/details/77263562

目标检测:
R-CNN:《Rich feature hierarchies for accurate object detection and semantic segmentation Tech report》
https://alvinzhu.xyz/2017/10/09/r-cnn/
Fast R-CNN:《Fast R-CNN》
https://alvinzhu.xyz/2017/10/10/fast-r-cnn/
Faster R-CNN:《Faster R-CNN_ Towards Real-Time Object Detection with Region Proposal Networks》
https://alvinzhu.xyz/2017/10/12/faster-r-cnn/
YOLO:《You Only Look Once: Unified, Real-Time Object Detection》
https://www.jianshu.com/p/ab1f187d679d
SSD:《SSD: Single Shot MultiBox Detector》
https://www.jianshu.com/p/467419cf94dd

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转载自blog.csdn.net/lx_xin/article/details/81937834
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