Merge pull request #41 from dcsw2/patch-2

d actual edits to first para

README.md

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     <p align="center">
     <h1>MapReader</h1>
     </p>
-    <h2>A computer vision pipeline for analyzing and exploring images and maps at scale</h2>
+    <h2>A computer vision pipeline for analyzing and exploring maps and images at scale</h2>
 </div>
 
 <p align="center">
@@ -30,9 +30,9 @@
 
 # What is MapReader?
 
-MapReader is an end-to-end computer vision (CV) pipeline for analyzing and exploring large collections of images and maps. 
+MapReader is an end-to-end computer vision (CV) pipeline for analyzing and exploring large collections of maps and images. 
 
-MapReader was developed in the [Living with Machines](https://livingwithmachines.ac.uk/) project to analyze large historical maps (hence the name). However, MapReader is a _**generalisable**_ computer vision pipeline applicable in both <ins>non-map images</ins> and <ins>maps</ins> and in a wide variety of domains. See [Gallery](#gallery) for some examples.
+MapReader was developed in the [Living with Machines](https://livingwithmachines.ac.uk/) project to analyze large collections of historical maps but is a _**generalisable**_ computer vision pipeline which can be applied to _**any images**_ in a wide variety of domains. See [Gallery](#gallery) for some examples.
 
 Refer to each tutorial/example in the [use cases](#use-cases) section for more details on MapReader's relevant functionalities for <ins>non-map</ins> and <ins>map</ins> images and how MapReader can help to analyze large image datasets.