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ModelZoo
ResNet50_tensorflow
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a59bd4b5
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a59bd4b5
authored
Nov 22, 2017
by
joel-shor
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research/gan/README.md
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...
@@ -51,7 +51,7 @@ We use a classifier trained on MNIST digit classification for evaluation.
...
@@ -51,7 +51,7 @@ We use a classifier trained on MNIST digit classification for evaluation.
This setup is exactly the same as in the
[
unconditional MNIST example
](
#mnist
)
, but
This setup is exactly the same as in the
[
unconditional MNIST example
](
#mnist
)
, but
uses the
`tf.Learn`
`GANEstimator`
.
uses the
`tf.Learn`
`GANEstimator`
.

<img
src=
"
g3doc/mnist_estimator_unconditional_gan.png
"
title=
"U
nconditional GAN"
width=
"330"
/>
## CIFAR10
## CIFAR10
<a
id=
'cifar10'
></a>
<a
id=
'cifar10'
></a>
...
@@ -64,7 +64,7 @@ network architectures are defined [here](https://github.com/tensorflow/models/tr
...
@@ -64,7 +64,7 @@ network architectures are defined [here](https://github.com/tensorflow/models/tr
We use the
[
Inception Score
](
https://arxiv.org/abs/1606.03498
)
to evaluate the images.
We use the
[
Inception Score
](
https://arxiv.org/abs/1606.03498
)
to evaluate the images.
### Unconditional CIFAR10
### Unconditional CIFAR10

<img
src=
"
g3doc/cifar_unconditional_gan.png
"
title=
"U
nconditional GAN"
width=
"330"
/>
### Conditional CIFAR10
### Conditional CIFAR10
<img
src=
"g3doc/cifar_conditional_gan.png"
title=
"Conditional GAN"
width=
"330"
/>
<img
src=
"g3doc/cifar_conditional_gan.png"
title=
"Conditional GAN"
width=
"330"
/>
...
...
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