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SPIGAN model using tensorflow
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README.md
make_datasets.py
model_GAN.py
train_GAN.py
utility.py

README.md

SPIGAN

discription

Implementation of SPIGAN using tensorflow.

official implementation

I cannot find official implementation yet......

literature

SPIGAN

dependency

I confirmed operation only with..
1)python 3.6.3
2)tensorflow 1.7.0
3)numpy 1.14.2
4)Pillow 4.3.0

TODO

  1. metrics
  2. test phase

result images

result for training data

This is the output from the task predictor of training data after 20 epochs.

trainResultImage_19042401_bc64_bcp64_resta5_19

From left to right, synthesis image, adapted image (output from generator), output from task predictor of synthesis image, output from task predictor of adapted image, ground truth.

result for test CityScape data

This is the output from the task predictor of test data after 20 epochs.

RealResultImage_19042401_bc64_bcp64_resta5_19

From left to right, test CityScape image, output from task predictor of it, ground truth.

email

t.ohmasa@w-farmer.com

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