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gluclson's Introduction

GLUCLSON

GluClsOn is a toy project to share:

  1. Some of classification experiment results with Gluon models.
  2. My re-implementation of some classification networks with Gluon.
  3. Tools of ImageNet classification with Gluon.

Gluon Pretrained Model Test (exp|result)

Part of performance test results of Gluon pretrained models on ImageNet validation dataset:

Model Top-1 err.(%) Top-5 err.(%)
resnet152_v2 21.98 6.08
densenet161 22.39 6.07
resnet101_v2 22.75 6.35
resnet152_v1 23.04 6.48
densenet201 23.10 6.53
resnet101_v1 23.37 6.66
densenet169 23.84 6.82
resnet50_v2 24.04 7.19
resnet50_v1 24.92 7.48
densenet121 25.44 7.80
resnet34_v2 27.44 8.90
vgg19_bn 28.92 9.66
resnet34_v1 29.46 9.81
vgg16_bn 29.71 9.93
mobilenet1.0 29.78 10.36

gluclson's People

Contributors

jing-luo avatar

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