diff --git a/docs/docs/imaging.xml b/docs/docs/imaging.xml
index f5ff4f3ab..7b70261cc 100644
--- a/docs/docs/imaging.xml
+++ b/docs/docs/imaging.xml
@@ -1139,6 +1139,10 @@
                     and Jean Ponce
                 </blockquote>
          </description>
+         <examples>
+            <example>object_detector_ex.cpp.html</example>
+            <example>object_detector_advanced_ex.cpp.html</example>
+         </examples>
                                  
       </component>
             
@@ -1157,6 +1161,10 @@
                 object is used to perform non-max suppression on the output of the 
                 scan_image_pyramid object.  
          </description>
+         <examples>
+            <example>object_detector_ex.cpp.html</example>
+            <example>object_detector_advanced_ex.cpp.html</example>
+         </examples>
                                  
       </component>
             
diff --git a/docs/docs/main_menu.xml b/docs/docs/main_menu.xml
index a799c9629..c19990c0f 100644
--- a/docs/docs/main_menu.xml
+++ b/docs/docs/main_menu.xml
@@ -115,6 +115,14 @@
          <item nolink="true">
             <name>Examples</name>
             <sub>
+               <item>
+                  <name>Object_Detector</name>
+                  <link>object_detector_ex.cpp.html</link>
+               </item>
+               <item>
+                  <name>Object_Detector_Advanced</name>
+                  <link>object_detector_advanced_ex.cpp.html</link>
+               </item>
                <item>
                   <name>Config_File_Reader</name>
                   <link>config_reader_ex.cpp.html</link>
diff --git a/docs/docs/ml.xml b/docs/docs/ml.xml
index 3e88b091a..8319e7bbf 100644
--- a/docs/docs/ml.xml
+++ b/docs/docs/ml.xml
@@ -2045,6 +2045,10 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
             as the <a href="#structural_object_detection_trainer">structural_object_detection_trainer</a> 
             and returns the precision and recall. 
          </description>
+         <examples>
+            <example>object_detector_ex.cpp.html</example>
+            <example>object_detector_advanced_ex.cpp.html</example>
+         </examples>
                                  
       </component>
       
@@ -2059,6 +2063,10 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
             as the <a href="imaging.html#object_detector">object_detector</a> 
             and returns the precision and recall. 
          </description>
+         <examples>
+            <example>object_detector_ex.cpp.html</example>
+            <example>object_detector_advanced_ex.cpp.html</example>
+         </examples>
                                  
       </component>
       
@@ -2177,6 +2185,10 @@ Davis E. King. <a href="http://www.jmlr.org/papers/volume10/king09a/king09a.pdf"
                to make it look similar to all the other trainers in dlib.  
                </p>
          </description>
+         <examples>
+            <example>object_detector_ex.cpp.html</example>
+            <example>object_detector_advanced_ex.cpp.html</example>
+         </examples>
                                  
       </component>