ResNet 미세먼지 팁들

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https://github.com/aabobakr/fb.resnet.torch.git

 Resnet Transfer MultiGPU Curve version




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  1. 제갈식2017년 8월 8일 오후 10:56

    th main.lua -retrain resnet-50.t7 -data ./data -resetClassifier true -nClasses 80


    Transfer Learning:
    https://github.com/facebook/fb.resnet.torch/tree/master/pretrained

    th classify.lua model_5.t7 ../data/val/Attacks/ics1_ax.png Classes for ../data/val/Attacks/ics1_ax.png


    pretrained/classify.lua 의 n 변경

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  2. 제갈식2017년 8월 8일 오후 11:27

    resnet TL by TF

    https://github.com/kwotsin/transfer_learning_tutorial.git

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  3. 제갈식2017년 8월 8일 오후 11:29

    https://github.com/guoyongcs/auxnet.git

    resnet + aux output = auxNet by torch

    Besides the vanishing gradient problem, very deep networks also suffer from a vanishing supervision signal problem.

    In the course of the investigation we presented a novel model, called AuxNet, which addresses the vanishing supervision signal problem through the use of additional auxiliary outputs.

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