[example] groom siamese notebook

1 files changed, 13 insertions, 24 deletions

diff --git a/examples/siamese/mnist_siamese.ipynb b/examples/siamese/mnist_siamese.ipynb
index 66776fe1..5abd0469 100644
--- a/examples/siamese/mnist_siamese.ipynb
+++ b/examples/siamese/mnist_siamese.ipynb
@@ -1,7 +1,9 @@
 {
  "metadata": {
-  "name": "",
-  "signature": "sha256:ea70e3c13ccbae495d73f30e18b8e01e68ec8c7dc8bbb3635e6139b801c921a9"
+  "description": "Extracting features and plotting the Siamese network embedding.",
+  "example_name": "Siamese network embedding",
+  "include_in_docs": true,
+  "priority": 6
  },
  "nbformat": 3,
  "nbformat_minor": 0,
@@ -12,7 +14,9 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "### Setup and import caffe"
+      "### Setup\n",
+      "\n",
+      "Import Caffe and the usual modules."
      ]
     },
     {
@@ -39,7 +43,9 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "### Load the trained net."
+      "### Load the trained net\n",
+      "\n",
+      "Load the model definition and weights and set to CPU mode TEST phase computation with input scaling."
      ]
     },
     {
@@ -91,7 +97,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "### Run the data through the net"
+      "### Generate the Siamese features"
      ]
     },
     {
@@ -114,7 +120,7 @@
      "cell_type": "markdown",
      "metadata": {},
      "source": [
-      "### Plot the results"
+      "### Visualize the learned Siamese embedding"
      ]
     },
     {
@@ -144,26 +150,9 @@
       }
      ],
      "prompt_number": 5
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [],
-     "language": "python",
-     "metadata": {},
-     "outputs": [],
-     "prompt_number": 5
-    },
-    {
-     "cell_type": "code",
-     "collapsed": false,
-     "input": [],
-     "language": "python",
-     "metadata": {},
-     "outputs": []
     }
    ],
    "metadata": {}
   }
  ]
-}
\ No newline at end of file
+}