We are currently solving the following issue within our repository. Here is the issue text:
--- BEGIN ISSUE ---
Update README
Before blog: update verbiage and add pics from blog/paper. 

After blog: add link to blog.

--- END ISSUE ---

Below are some code segments, each from a relevant file. One or more of these files may contain bugs.
--- BEGIN FILES ---
Path: `torchgeo/__init__.py`
Content:
```
1 # Copyright (c) Microsoft Corporation. All rights reserved.
2 # Licensed under the MIT License.
3 
4 """TorchGeo: datasets, transforms, and models for geospatial data.
5 
6 This library is part of the `PyTorch <http://pytorch.org/>`_ project. PyTorch is an open
7 source machine learning framework.
8 
9 The :mod:`torchgeo` package consists of popular datasets, model architectures, and
10 common image transformations for geospatial data.
11 """
12 
13 __author__ = "Adam J. Stewart"
14 __version__ = "0.3.0.dev0"
15
```
--- END FILES ---

Please first localize the bug based on the issue statement, and then generate a patch according to the `git diff` format fenced by three backticks.

Here is an example:

```diff
diff --git a/examples/server_async.py b/examples/server_async.py
--- a/examples/server_async.py
+++ b/examples/server_async.py
@@ -313,4 +313,4 @@
 
 
 if __name__ == "__main__":
-    asyncio.run(run_async_server("."), debug=True)
+    asyncio.run(run_async_server(), debug=True)
diff --git a/examples/server_sync.py b/examples/server_sync.py
--- a/examples/server_sync.py
+++ b/examples/server_sync.py
@@ -313,5 +313,5 @@
 
 
 if __name__ == "__main__":
-    server = run_sync_server(".")
+    server = run_sync_server()
     server.shutdown()

```

diff --git a/torchgeo/__init__.py b/torchgeo/__init__.py
--- a/torchgeo/__init__.py
+++ b/torchgeo/__init__.py
@@ -1,7 +1,7 @@
 # Copyright (c) Microsoft Corporation. All rights reserved.
 # Licensed under the MIT License.
 
-"""TorchGeo: datasets, transforms, and models for geospatial data.
+"""TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data.
 
 This library is part of the `PyTorch <http://pytorch.org/>`_ project. PyTorch is an open
 source machine learning framework.

{"golden_diff": "diff --git a/torchgeo/__init__.py b/torchgeo/__init__.py\n--- a/torchgeo/__init__.py\n+++ b/torchgeo/__init__.py\n@@ -1,7 +1,7 @@\n # Copyright (c) Microsoft Corporation. All rights reserved.\n # Licensed under the MIT License.\n \n-\"\"\"TorchGeo: datasets, transforms, and models for geospatial data.\n+\"\"\"TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data.\n \n This library is part of the `PyTorch <http://pytorch.org/>`_ project. PyTorch is an open\n source machine learning framework.\n", "issue": "Update README\nBefore blog: update verbiage and add pics from blog/paper. \n\nAfter blog: add link to blog.\n", "before_files": [{"content": "# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License.\n\n\"\"\"TorchGeo: datasets, transforms, and models for geospatial data.\n\nThis library is part of the `PyTorch <http://pytorch.org/>`_ project. PyTorch is an open\nsource machine learning framework.\n\nThe :mod:`torchgeo` package consists of popular datasets, model architectures, and\ncommon image transformations for geospatial data.\n\"\"\"\n\n__author__ = \"Adam J. Stewart\"\n__version__ = \"0.3.0.dev0\"\n", "path": "torchgeo/__init__.py"}], "after_files": [{"content": "# Copyright (c) Microsoft Corporation. All rights reserved.\n# Licensed under the MIT License.\n\n\"\"\"TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data.\n\nThis library is part of the `PyTorch <http://pytorch.org/>`_ project. PyTorch is an open\nsource machine learning framework.\n\nThe :mod:`torchgeo` package consists of popular datasets, model architectures, and\ncommon image transformations for geospatial data.\n\"\"\"\n\n__author__ = \"Adam J. Stewart\"\n__version__ = \"0.3.0.dev0\"\n", "path": "torchgeo/__init__.py"}]}