Update doc

README.md

@@ -33,7 +33,6 @@ Documentation
 The [VIAME manual](http://viame.readthedocs.io/en/latest/) is more comprehensive,
 but select entries are also listed below, which include run examples:
 
-<br>
 
 [Build and Install Guide](examples/building_viame/README.rst) > > >
 [Tips and Tricks](examples/building_viame/README.rst#build-tips-n-tricks) > > >
@@ -71,17 +70,20 @@ but select entries are also listed below, which include run examples:
 Pre-Built Binaries
 ------------------
 
-Note: these binaries are currently very out-of-date, but will be updated in the near future. Source build is recommended.
+Note: these binaries are currently very out-of-date, but will be updated in the near
+future. Source build is recommended.
 
-Windows binaries require an install of either [Anaconda2](https://www.continuum.io/downloads) (preferred) or a comparable Python2.7 with multiple packages.
+Windows binaries require an install of either [Anaconda2](https://www.continuum.io/downloads)
+(preferred) or a comparable Python2.7 with multiple packages.
 
 [Windows 7/8/10, 64-Bit, GPU Version](https://data.kitware.com/api/v1/item/58fe4ad68d777f16d01e0445/download)
 
 [Windows 7/8/10, 64-bit, CPU Version](https://data.kitware.com/api/v1/item/58fe4ac78d777f16d01e0442/download)
 
-The matlab plugins in the above releases were built using matlab r2016. They may or may not work
-with other versions. They were also moved to an "experimental" folder in the plugin directory, and can either
-be moved back into the main plugin directory or added to your path to use them.
+The matlab plugins in the above releases were built using matlab r2016. They may or
+may not work with other versions. They were also moved to an "experimental" folder
+in the plugin directory, and can either be moved back into the main plugin directory
+or added to your path to use them.
 
 [Ubuntu 14.04, 64-Bit, GPU Version](https://data.kitware.com/api/v1/item/58d9b38b8d777f0aef5d896a/download)
 
@@ -91,8 +93,8 @@ Quick Build Instructions
 ------------------------
 
 More in-depth build instructions can be found [here](examples/building_viame/README.rst),
-with additional tips [here](examples/building_viame/README.rst#build-tips-n-tricks), and common issues
-[here](examples/building_viame/README.rst#known-issues).
+with additional tips [here](examples/building_viame/README.rst#build-tips-n-tricks),
+and common issues [here](examples/building_viame/README.rst#known-issues).
 
 VIAME itself can be built either as a super-build, which builds most of its
 dependencies alongside itself, or standalone. To build VIAME requires, at a minimum,
@@ -116,18 +118,19 @@ using 'ccmake' or the cmake GUI, and then build with the following command on Li
 
 	make -j8
 
-Or alternatively by building it in Visual Studio or your compiler of choice on Windows.
-The '-j8' tells the build to run multi-threaded using 8 threads, this is useful for a
-faster build though if you get an error it can be difficult to know where it was, in which case running just
-'make' might be more helpful. For Windows, currently VS2013 thru VS2015 (with only
-early versions of 2017, not latest) are supported. If using CUDA, version 8.0 is
-desired, along with Python 2.7. Other versions have yet to be tested extensively.
-On Windows it can also be beneficial to use Anaconda to get multiple python packages.
-Boost Python (turned on by default when Python is enabled) requires Numpy and a few other dependencies.
+Or alternatively by building it in Visual Studio or your compiler of choice on
+Windows. The '-j8' tells the build to run multi-threaded using 8 threads, this is
+seful for a faster build though if you get an error it can be difficult to know
+here it was, in which case running just 'make' might be more helpful. For Windows,
+urrently VS2013 thru VS2015 (with only early versions of 2017, not latest) are
+supported. If using CUDA, version 8.0 is desired, along with Python 2.7. Other 
+versions have yet to be tested extensively. On Windows it can also be beneficial
+to use Anaconda to get multiple python packages. Boost Python (turned on by default
+hen Python is enabled) requires Numpy and a few other dependencies.
 
-There are several optional arguments to viame which control which plugins get built, such
-as those listed below. If a plugin is enabled that depends on another dependency (such
-as OpenCV) then the dependency flag will be forced to on.
+There are several optional arguments to viame which control which plugins get built,
+such as those listed below. If a plugin is enabled that depends on another dependency
+such as OpenCV) then the dependency flag will be forced to on.
 
 
 <center>
@@ -187,9 +190,9 @@ run this command if you get a "cannot fetch hash #hashid" error.
 Quick Run Instructions
 ----------------------
 
-If building from the source, all final compiled binaries are placed in the [build-directory]/install
-directory, which is the same as the root directory in the pre-built binaries. This will hereby be
-refered to as the [install-directory].
+If building from the source, all final compiled binaries are placed in the
+[build-directory]/install directory, which is the same as the root directory
+in the pre-built binaries. This will hereby be refered to as the [install-directory].
 
 One way to test the system is to see if you can run the examples in the [install-directory]/examples
 folder, for example, the pipelined object detectors. There are some environment variables

examples/building_viame/README.rst

@@ -10,15 +10,15 @@
 Building VIAME From Source
 ==========================
 
-|See the platform-specific guides below, though the process is similar for each.
+See the platform-specific guides below, though the process is similar for each.
 |
-|Example location online:
+Example location online:
 |
-|https://github.com/Kitware/VIAME/tree/master/examples/building_viame
+https://github.com/Kitware/VIAME/tree/master/examples/building_viame
 |
-|Example location in VIAME installation:
+Example location in VIAME installation:
 |
-|[viame-install]/examples/building_viame
+[viame-install]/examples/building_viame
 
 
 *****************