title: Use both images and other features for classification
body: <p>I want to do use both images and other features for classification of an image. I am using CNN for classifying images. But how do I integrate other features into my model?
  Like if I am classifying an image the features I have are:</p>
  
  <p>1.Images</p>
  
  <p>2.Age </p>
  
  <p>3.Sex </p>
  
  <p>A naive approach would be:</p>
  
  <pre><code>x_combined = np.vstack((age_sex,x)) 
  </code></pre>
  
  <p>But then feeding x_combined to my CNN model will not help as these features are not part of images.</p>
  
  <p>What I want to do is use both Age and Sex along with images for classification. I am using keras for creating my model. How to create my model ?</p>