Showing
1 changed file
with
16 additions
and
14 deletions
... | @@ -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) | ... | ... |
-
Please register or login to post a comment