diff --git a/docs/docs/imaging.xml b/docs/docs/imaging.xml
index 813c22d91..9df16d70e 100644
--- a/docs/docs/imaging.xml
+++ b/docs/docs/imaging.xml
@@ -1713,6 +1713,9 @@
               sub-windows, storing each into its own image.  It also allows the user to
               specify the scale and rotation for the chip.
          </description>
+         <examples>
+            <example>face_landmark_detection_ex.cpp.html</example>
+         </examples>
       </component>
 
    <!-- ************************************************************************* -->
diff --git a/docs/docs/main_menu.xml b/docs/docs/main_menu.xml
index 1d12bf4a7..7c254546b 100644
--- a/docs/docs/main_menu.xml
+++ b/docs/docs/main_menu.xml
@@ -143,6 +143,10 @@
          <item nolink="true">
             <name>Examples: Python</name>
             <sub>
+               <item>
+                  <name>Face Clustering</name>
+                  <link>face_clustering.py.html</link>
+               </item>
                <item>
                   <name>Video Object Tracking</name>
                   <link>correlation_tracker.py.html</link>
@@ -232,6 +236,10 @@
                   <name>Deep Learning Vehicle Detection</name>
                   <link>dnn_mmod_find_cars_ex.cpp.html</link>
                </item>
+               <item>
+                  <name>Deep Learning Multi-Class Vehicle Detection</name>
+                  <link>dnn_mmod_find_cars2_ex.cpp.html</link>
+               </item>
                <item>
                   <name>Deep Learning Vehicle Detection Trainer</name>
                   <link>dnn_mmod_train_find_cars_ex.cpp.html</link>
diff --git a/docs/docs/ml.xml b/docs/docs/ml.xml
index 41674a316..7e2db81e0 100644
--- a/docs/docs/ml.xml
+++ b/docs/docs/ml.xml
@@ -491,6 +491,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>dnn_imagenet_train_ex.cpp.html</example>
             <example>dnn_mmod_ex.cpp.html</example>
             <example>dnn_mmod_find_cars_ex.cpp.html</example>
+            <example>dnn_mmod_find_cars2_ex.cpp.html</example>
             <example>dnn_mmod_train_find_cars_ex.cpp.html</example>
             <example>dnn_mmod_face_detection_ex.cpp.html</example>
             <example>dnn_mmod_dog_hipsterizer.cpp.html</example>
@@ -521,7 +522,6 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>dnn_imagenet_ex.cpp.html</example>
             <example>dnn_imagenet_train_ex.cpp.html</example>
             <example>dnn_mmod_ex.cpp.html</example>
-            <example>dnn_mmod_find_cars_ex.cpp.html</example>
             <example>dnn_mmod_train_find_cars_ex.cpp.html</example>
             <example>dnn_metric_learning_ex.cpp.html</example>
             <example>dnn_metric_learning_on_images_ex.cpp.html</example>
@@ -700,6 +700,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
          <examples>
             <example>dnn_mmod_ex.cpp.html</example>
             <example>dnn_mmod_find_cars_ex.cpp.html</example>
+            <example>dnn_mmod_find_cars2_ex.cpp.html</example>
             <example>dnn_mmod_train_find_cars_ex.cpp.html</example>
             <example>dnn_mmod_face_detection_ex.cpp.html</example>
             <example>dnn_mmod_dog_hipsterizer.cpp.html</example>
@@ -724,6 +725,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
          <examples>
             <example>dnn_mmod_ex.cpp.html</example>
             <example>dnn_mmod_find_cars_ex.cpp.html</example>
+            <example>dnn_mmod_find_cars2_ex.cpp.html</example>
             <example>dnn_mmod_train_find_cars_ex.cpp.html</example>
             <example>dnn_mmod_face_detection_ex.cpp.html</example>
             <example>dnn_mmod_dog_hipsterizer.cpp.html</example>
@@ -748,6 +750,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>dnn_metric_learning_on_images_ex.cpp.html</example>
             <example>dnn_face_recognition_ex.cpp.html</example>
             <example>face_recognition.py.html</example>
+            <example>face_clustering.py.html</example>
          </examples>
       </component>
 
@@ -934,6 +937,10 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
              graph into groups.  The method is able to automatically determine the number
              of clusters.  
          </description>
+         <examples>
+            <example>dnn_face_recognition_ex.cpp.html</example>
+            <example>face_clustering.py.html</example>
+         </examples>
                                  
       </component>
 
@@ -3505,7 +3512,6 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>object_detector_advanced_ex.cpp.html</example>
             <example>train_object_detector.cpp.html</example>
             <example>dnn_mmod_ex.cpp.html</example>
-            <example>dnn_mmod_find_cars_ex.cpp.html</example>
             <example>dnn_mmod_train_find_cars_ex.cpp.html</example>
          </examples>