taki0112/ResNet-Tensorflow taki0112/ResNet-Tensorflow

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    Python
  • License
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  • Created over 6 years ago
  • Updated over 5 years ago
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taki0112/ResNet-Tensorflow
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Repository Details

Simple Tensorflow implementation of pre-activation ResNet18, 34, 50, 101, 152

ResNet-Tensorflow

Simple Tensorflow implementation of pre-activation ResNet18, ResNet34, ResNet50, ResNet101, ResNet152

Summary

dataset

  • tiny_imagenet
  • cifar10, cifar100, mnist, fashion-mnist in keras (pip install keras)

Train

  • python main.py --phase train --dataset tiny --res_n 18 --lr 0.1

Test

  • python main.py --phase test --dataset tiny --res_n 18 --lr 0.1

Related works

Author

Junho Kim

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