Update README.md (#20)

Co-authored-by: Dirk Groeneveld <[email protected]>

README.md

@@ -1,3 +1,22 @@
-A place for officially supported AllenNLP models.
+<div align="center">
+    <br>
+    <img src="https://raw.githubusercontent.com/allenai/allennlp/master/docs/img/allennlp-logo-dark.png" width="400"/>
+    <p>
+    Officially supported AllenNLP models.
+    </p>
+    <hr/>
+</div>
+<p align="center">
+    <a href="https://github.com/allenai/allennlp-models/actions">
+        <img alt="Build" src="https://github.com/allenai/allennlp-models/workflows/CI/badge.svg?event=push&branch=master">
+    </a>
+    <a href="https://github.com/allenai/allennlp-models/blob/master/LICENSE">
+        <img alt="License" src="https://img.shields.io/github/license/allenai/allennlp-models.svg?color=blue&cachedrop">
+    </a>
+    <a href="https://codecov.io/gh/allenai/allennlp">
+        <img alt="Codecov" src="https://codecov.io/gh/allenai/allennlp/branch/master/graph/badge.svg">
+    </a>
+</p>
+<br/>
 
 To file an issue, please open a ticket on https://github.com/allenai/allennlp and tag it with "Models".