title: My Image Captioning Model giving me same caption on All images
body: <p>I am doing a project related to the captioning of Medical Images. I am using the Code from <a href="https://machinelearningmastery.com/develop-a-deep-learning-caption-generation-model-in-python/?unapproved=523532&amp;moderation-hash=93d7a20a76ae34c8b62b5ca16d12eac0#comment-523532" rel="nofollow noreferrer">this link</a>.</p>
  
  <p>I am using Indiana Data set of Radiographs and using Findings as Captions for training. I trained successfully and loss value is 0.75.  But my final model giving me the same caption for all the images I had checked (Some people also facing the same issue. please check the Comments of <a href="https://machinelearningmastery.com/develop-a-deep-learning-caption-generation-model-in-python/?unapproved=523532&amp;moderation-hash=93d7a20a76ae34c8b62b5ca16d12eac0#comment-523532" rel="nofollow noreferrer">this link</a>). </p>
  
  <p>Can you please suggest me any changes in any part of the code or anything else so it starts giving me proper captions for every image I will check.</p>
  
  <p>Thanks in advance. </p>