Add release notes for 0.20.0 (#1494)

Given TF 2.6's version string has been updated in r2.6 branch: https://github.com/tensorflow/tensorflow/commits/r2.6 The release of TF 2.6 is imminent. This PR updates release notes for 0.20.0. Signed-off-by: Yong Tang <[email protected]>
tensorflow · Aug 10, 2021 · 4be1fde · 4be1fde
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diff --git a/README.md b/README.md
@@ -116,6 +116,7 @@ of releases [here](https://github.com/tensorflow/io/releases).
 
 | TensorFlow I/O Version | TensorFlow Compatibility | Release Date |
 | --- | --- | --- |
+| 0.20.0 | 2.6.x | Aug 11, 2021 |
 | 0.19.1 | 2.5.x | Jul 25, 2021 |
 | 0.19.0 | 2.5.x | Jun 25, 2021 |
 | 0.18.0 | 2.5.x | May 13, 2021 |

diff --git a/RELEASE.md b/RELEASE.md
@@ -1,3 +1,25 @@
+# Release 0.20.0
+
+## Major Features
+* S3 and HDFS file system supports fully migrated from tensorflow to tensorflow-io package.
+* Add tutorial of MongoDB support with tensorflow-io.
+* Add tutorial of ORC support with tensorflow-io
+* Add batched string support for Apache Arrow.
+
+## Bug Fixes
+* Fix decode_video returning only the first frame.
+* Reset mongo cursor after reaching end of collection.
+
+## Thanks to our Contributors
+
+This release contains contributions from many people:
+
+Aleksey Vlasenko, Gerard Casas Saez, Keqiu Hu, Kota Yamaguchi,
+Mark Daoust, Vignesh Kothapalli, Yong Tang, austinzh
+
+We are also grateful to all who filed issues or helped resolve them, asked and
+answered questions, and were part of inspiring discussions.
+
 # Release 0.19.1
 
 ## Bug Fixes