Style (#799)

* upload the style transfer project

* fixed bugs of image_resampling.py

* add .gitignore

* add .gitignore

* Update README.md

* yapf

* codact

* reformat code

* add folders for users

* change example imaes, add alpha args in test.py

* update readme

* fix format issue

* add changelog

Author: JunbinWang

CHANGELOG.md

@@ -99,7 +99,7 @@ To release a new version, please update the changelog as followed:
   - add `tutorial_quanconv_cifar10.py` and `tutorial_quanconv_mnist.py` (PR #735)
   - add `tutorial_work_with_onnx.py`(PR #775)
 - Examples:
-  - [Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization](https://arxiv.org/abs/1703.06868) (PR #796)
+  - [Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization](https://arxiv.org/abs/1703.06868) (PR #799)
 
 ### Changed
 

example/adaptive_style_transfer/README.md

@@ -17,36 +17,40 @@ Here are some result images (Left to Right: Content , Style , Result):
 
 <div align="center">
    <img src="./images/content/content_1.png" width=250 height=250>
-   <img src="./images/style/style_1.png" width=250 height=250>
-   <img src="./images/output/style_1_content_1.jpg" width=250 height=250>
+   <img src="./images/style/style_5.png" width=250 height=250>
+   <img src="./images/output/style_5_content_1.jpg" width=250 height=250>
 </div>
 
 
 <div align="center">
    <img src="./images/content/content_2.png" width=250 height=250>
-   <img src="./images/style/style_2.png" width=250 height=250>
-   <img src="./images/output/style_2_content_2.jpg" width=250 height=250>
+   <img src="./images/style/style11.png" width=250 height=250>
+   <img src="./images/output/style_11_content2.png" width=250 height=250>
 </div>
 
-
 <div align="center">
-   <img src="./images/content/content_3.png" width=250 height=250>
-   <img src="./images/style/style_3.png" width=250 height=250>
-   <img src="./images/output/style_3_content_3.jpg" width=250 height=250>
+   <img src="./images/content/chicago.jpg" width=250 height=250>
+   <img src="./images/style/cat.jpg" width=250 height=250>
+   <img src="./images/output/cat_chicago.jpg" width=250 height=250>
 </div>
 
 
 
+<div align="center">
+   <img src="./images/content/lance.jpg" width=250 height=250>
+   <img src="./images/style/lion.jpg" width=250 height=250>
+   <img src="./images/output/lion_lance.jpg" width=250 height=250>
+</div>
 <div align="center">
    <img src="./images/content/content_4.png" width=250 height=250>
-   <img src="./images/style/style_4.png" width=250 height=250>
-   <img src="./images/output/style_4_content_4.jpg" width=250 height=250>
+   <img src="./images/style/style_6.png" width=250 height=250>
+   <img src="./images/output/style_6_content_4.jpg" width=250 height=250>
 </div>
 
 <div align="center">
-   <img src="./images/content/content_1.png" width=250 height=250>
-   <img src="./images/style/style_6.png" width=250 height=250>
-   <img src="./images/output/style_6_content_1.jpg" width=250 height=250>
+   <img src="./images/content/lance.jpg" width=250 height=250>
+   <img src="./images/style/udnie.jpg" width=250 height=250>
+   <img src="./images/output/udnie_lance.jpg" width=250 height=250>
 </div>
 
 Enjoy!