Merge pull request #135 from awslabs/image_classification_fixinstance

Image classification - added explanation for incorrect output

Author: djarpin

introduction_to_amazon_algorithms/imageclassification_caltech/Image-classification-fulltraining.ipynb

@@ -522,6 +522,17 @@
     "Image(file_name)  "
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Evaluation\n",
+    "\n",
+    "Evaluate the image through the network for inteference. The network outputs class probabilities and typically, one selects the class with the maximum probability as the final class output.\n",
+    "\n",
+    "**Note:** The output class detected by the network may not be accurate in this example. To limit the time taken and cost of training, we have trained the model only for a couple of epochs. If the network is trained for more epochs (say 20), then the output class will be more accurate."
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,