Merge pull request qubvel#53 from qubvel/release

Release 0.2.0

CHANGELOG.md

@@ -1,3 +1,33 @@
+# Change Log
+
+**Version 0.2.0** 
+
+###### Areas of improvement
+
+ - New backbones (SE-ResNets, SE-ResNeXts, SENet154, MobileNets)
+ - Metrcis:  
+    - `iou_score` / `jaccard_score`
+    - `f_score` / `dice_score`
+ - Losses:  
+    - `jaccard_loss` 
+    - `bce_jaccard_loss`
+    - `cce_jaccard_loss`
+    - `dice_loss`
+    - `bce_dice_loss`
+    - `cce_dice_loss`
+  - Documentation [Read the Docs](https://segmentation-models.readthedocs.io)
+  - Tests + Travis-CI 
+
+###### API changes
+
+ - Some parameters renamed (see API docs)
+ - `encoder_freeze=True` does not `freeze` BatchNormalization layer of encoder
+
+###### Thanks
+
+[@IlyaOvodov](https://github.com/IlyaOvodov) [#15](https://github.com/qubvel/segmentation_models/issues/15) [#37](https://github.com/qubvel/segmentation_models/pull/37) investigation of `align_corners` parameter in `ResizeImage` layer  
+[@NiklasDL](https://github.com/NiklasDL) [#29](https://github.com/qubvel/segmentation_models/issues/29) investigation about convolution kernel in PSPNet final layers
+
 **Version 0.1.2**  
 
 ###### Areas of improvement

segmentation_models/__version__.py

@@ -1,3 +1,3 @@
-VERSION = (0, 1, 2)
+VERSION = (0, 2, 0)
 
 __version__ = '.'.join(map(str, VERSION))

setup.py

@@ -99,7 +99,7 @@ def run(self):
     version=about['__version__'],
     description=DESCRIPTION,
     long_description=long_description,
-    long_description_content_type='text/markdown',
+    long_description_content_type='text/x-rst',
     author=AUTHOR,
     author_email=EMAIL,
     python_requires=REQUIRES_PYTHON,