yunjey
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...@@ -6,40 +6,42 @@ TensorFlow implementation of [Unsupervised Cross-Domain Image Generation.](https ...@@ -6,40 +6,42 @@ TensorFlow implementation of [Unsupervised Cross-Domain Image Generation.](https
6 * Python 2.7 6 * Python 2.7
7 * [TensorFlow 0.12](https://github.com/tensorflow/tensorflow/tree/r0.12) 7 * [TensorFlow 0.12](https://github.com/tensorflow/tensorflow/tree/r0.12)
8 8
9 +<br>
9 10
10 ## Usage 11 ## Usage
11 12
12 -Clone the repository 13 +#### Clone the repository
13 ```bash 14 ```bash
14 -git clone https://github.com/yunjey/dtn-tensorflow.git 15 +$ git clone https://github.com/yunjey/dtn-tensorflow.git
15 -cd dtn-tensorflow 16 +$ cd dtn-tensorflow
16 ``` 17 ```
17 18
18 -Download the dataset 19 +#### Download the dataset
19 ```bash 20 ```bash
20 -chmod +x download.sh 21 +$ chmod +x download.sh
21 -./download.sh 22 +$ ./download.sh
22 ``` 23 ```
23 24
24 -Resize MNIST dataset to 32x32 25 +#### Resize MNIST dataset to 32x32
25 ```bash 26 ```bash
26 -python prepro.py 27 +$ python prepro.py
27 ``` 28 ```
28 29
29 -Pretrain the model f 30 +#### Pretrain the model f
30 ```bash 31 ```bash
31 -python main.py --mode='pretrain' 32 +$ python main.py --mode='pretrain'
32 ``` 33 ```
33 34
34 -Train the model G and D 35 +#### Train the model G and D
35 ```bash 36 ```bash
36 -python main.py --mode='train' 37 +$ python main.py --mode='train'
37 ``` 38 ```
38 39
39 -Transfer SVHN to MNIST 40 +#### Transfer SVHN to MNIST
40 ```bash 41 ```bash
41 -python main.py --mode='eval' 42 +$ python main.py --mode='eval'
42 ``` 43 ```
44 +<br>
43 45
44 ## Results 46 ## Results
45 ![alt text](jpg/svhn_mnist.gif) 47 ![alt text](jpg/svhn_mnist.gif)
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