updated docs

docs/docs/main_menu.xml

@@ -194,6 +194,10 @@
                   <name>Deep Learning Advanced</name>
                   <link>dnn_mnist_advanced_ex.cpp.html</link>
                </item>
+               <item>
+                  <name>Deep Learning Imagenet Classifier </name>
+                  <link>dnn_imagenet_ex.cpp.html</link>
+               </item>
                <item>
                   <name>Deep Learning Inception</name>
                   <link>dnn_inception_ex.cpp.html</link>

docs/docs/ml.xml

@@ -121,6 +121,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <sub>
                <item>input</item>
                <item>input_rgb_image</item>
+               <item>input_rgb_image_sized</item>
                <item>
                   <name>EXAMPLE_INPUT_LAYER</name>
                   <link>dlib/dnn/input_abstract.h.html#EXAMPLE_INPUT_LAYER</link>
@@ -433,6 +434,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>dnn_mnist_ex.cpp.html</example>
             <example>dnn_mnist_advanced_ex.cpp.html</example>
             <example>dnn_inception_ex.cpp.html</example>
+            <example>dnn_imagenet_ex.cpp.html</example>
          </examples>
       </component>
 
@@ -450,6 +452,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>dnn_mnist_ex.cpp.html</example>
             <example>dnn_mnist_advanced_ex.cpp.html</example>
             <example>dnn_inception_ex.cpp.html</example>
+            <example>dnn_imagenet_ex.cpp.html</example>
          </examples>
       </component>
 
@@ -550,6 +553,7 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
             <example>dnn_mnist_ex.cpp.html</example>
             <example>dnn_mnist_advanced_ex.cpp.html</example>
             <example>dnn_inception_ex.cpp.html</example>
+            <example>dnn_imagenet_ex.cpp.html</example>
          </examples>
       </component>
 
@@ -568,6 +572,18 @@ Davis E. King. <a href="http://jmlr.csail.mit.edu/papers/volume10/king09a/king09
          </description>
       </component>
 
+   <!-- ************************************************************************* -->
+
+      <component cpp11="true">
+         <name>input_rgb_image_sized</name>
+         <file>dlib/dnn.h</file>
+         <spec_file link="true">dlib/dnn/input_abstract.h</spec_file>
+         <description>
+            This layer has an interface and behavior identical to <a href="#input_rgb_image">input_rgb_image</a>
+            except that it requires input images to have a particular size. 
+         </description>
+      </component>
+
    <!-- ************************************************************************* -->
 
       <component cpp11="true">

docs/docs/term_index.xml

@@ -108,6 +108,7 @@
          <term file="dlib/dnn/input_abstract.h.html" name="EXAMPLE_INPUT_LAYER" include="dlib/dnn.h"/>
          <term file="dlib/dnn/input_abstract.h.html" name="input" include="dlib/dnn.h"/>
          <term file="dlib/dnn/input_abstract.h.html" name="input_rgb_image" include="dlib/dnn.h"/>
+         <term file="dlib/dnn/input_abstract.h.html" name="input_rgb_image_sized" include="dlib/dnn.h"/>
 
          <term file="dlib/dnn/trainer_abstract.h.html" name="dnn_trainer" include="dlib/dnn.h"/>