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deep learning tutorial
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2019
2019-05-30
SKNet
2019-05-25
classification(2) -- NIN、BatchNorm、Highway、PReLU
2019-05-21
classification(1) -- Alexnet、ZFNet、OverFeat
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deep-learning-tools
Classification
Detection
Segmentation
summary
Recent
segmentation(4) -- DilatedNet、DRN
segmentation(3) -- ENet、LinkNet、FC-DenseNet
segmentation(2) -- U-Net、SegNet
Inceptions -- GoogLeNet, V2, V3, V4
segmentation(1) -- FCN、DeconvNet
Systematic evaluation of CNN advances on the ImageNet
SqueezeNet
Ubuntu18.04 with deep learning (cuda10.0 + pytorch1.1 + tensorflow2.0.0-beta + mxnet)
Fast R-CNN
classification(3) -- VGG、Resnet、GoogLeNet、SPP-net