title: TensorFlow - Text recognition in image
body: <p>I am new to TensorFlow and to Deep Learning.
  I am trying to recognize text in naturel scene images. I used to work with an OCR but I would like to use Deep Learning. The text has always the same format :
  <code>ABC-DEF 88:88</code>. </p>
  
  <p>What I have done is recognize every character/digit. It means that I cropped the image around every character (so each picture gives me 10 characters) to build my training and test set and they build a two conv neural networks. So my training set was a set of characters pictures and the labels were just characters/digits.</p>
  
  <p>But I want to go further. What I would like to do is just to give the full pictures and output the entire text (not one character such as in my previous model).</p>
  
  <p>Thank you in advance for any help.</p>