diff --git a/CHANGELOG.md b/CHANGELOG.md
index f09a33d1b..5544e6054 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,13 +5,22 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/).
 
 ## [Unreleased]
 
+### Added
+### Changed
+### Deleted
+
+## [0.2.2]
+
 ### Added
 - Cache records after parsing with the new parameter `cache_filepath` added to `Parser.parse` (#504)
 - Added `pretrained: bool = True` argument to both faster_rcnn and mask_rcnn `model()` methods. (#516)
+- new class `EncodedRLEs`
+- all masks get converted to `EncodedRLEs` at parsing time
 
 ### Changed
-
-### Deleted
+- Removed warning on autofixing masks
+- RLE default counts is now COCO style
+- renamed `Mask.to_erle` to `Mask.to_erles`
 
 ## [0.2.1]
 
diff --git a/README.md b/README.md
index 34e70d0fa..95be44af8 100644
--- a/README.md
+++ b/README.md
@@ -68,4 +68,4 @@ For more installation options, check our [docs](https://airctic.github.io/icevis
 ## Happy Learning!
 If you need any assistance, feel free to:
 
-[Join our Forum](https://discord.gg/JDBeZYK)
+[Join our Forum](https://discord.gg/JDBeZYK)
\ No newline at end of file
diff --git a/setup.cfg b/setup.cfg
index ede8badce..1516b6988 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,9 +1,13 @@
+# reference: https://setuptools.readthedocs.io/en/latest/userguide/declarative_config.html
+
 [metadata]
 name = icevision
-version = 0.2.1post1
+version = 0.2.2
 author = Lucas Goulart Vazquez, Farid Hassainia
 author_email = lgvaz42@gmail.com, farid@airctic.com
 description = Agnostic Computer Vision Framework
+long_description = file: README.md
+long_description_content_type = text/markdown
 keywords = object detection, machine learning
 license = Apache-2.0
 classifiers =