Update docs

examples/image_and_video_search/smqtk_on_chips/README.rst

@@ -8,15 +8,7 @@ Image Search Using SMQTK
    :align: center
    :target: https://github.com/Kitware/VIAME/tree/master/examples/image_and_video_search/smqtk_on_chips
 
-This section corresponds to `this example online`_, in addition to the
-smqtk_on_chips example folder in a VIAME installation. This folder contains examples
-covering image search on top of an archive of images.
-
-.. _this example online: https://github.com/Kitware/VIAME/tree/master/examples/image_and_video_search/smqtk_on_chips
-
-
-|
-| Building and running this examples requires: 
+| Building and running `this example`_ requires: 
 |
 |  (a) The python packages: numpy 
 |  (b) Linux or Mac systems, Windows is not fully supported. 
@@ -33,7 +25,9 @@ covering image search on top of an archive of images.
 | (a) Indexing descriptors around each full input image as-is.
 | (b) Tiling up each input image into fixed-size tiles. 
 | (c) Indexing descriptors around detections generated by arbitrary detectors. 
-|
+
+.. _this example: https://github.com/Kitware/VIAME/tree/master/examples/image_and_video_search/smqtk_on_chips
+
 
 First, reset_database.sh should be called to initialize a new database.