image-caption-generator-using-deep-learning

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image-caption-generator-using-deep-learning

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Automatically generates captions for an image using Image processing and NLP. Model was trained on Flickr30K dataset.

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# Image-Caption-Generator-Using-Deep-Learning
<p>A Deep Neural Network based generative model for captioning images using CNN and LSTM with BEAM Search..</p>
<p>Automatically generates captions for an image using CNN and NLP. Model was trained on Flickr30K dataset.</p>
<p>Kaggle kernel: <a href="https://www.kaggle.com/ntikmr/image-captioning">https://www.kaggle.com/ntikmr/image-captioning</a>

<h2>Steps to install</h2>
<ul>
  <li>Clone the entire repository into a new folder.</li>
  <li>Install the required dependencies using pip</li>
  <li>Open <a href="gui.py">gui.py</a> and run the file</li>
</ul>

<h2> Pre-Requisites</h2>
<ul>
  <li>Tensorflow V2.0</li>
  <li>pandas</li>
  <li>numpy</li>
  <li>pickle</li>
  <li>PIL</li>
  <li>OpenCv</li>
</ul>

<h2>Examples </h2>
<img src = "/images/snow.png">
<img src = "/images/group.png">
<img src = "/images/dog.png">
<img src = "/images/race.png">
<img src = "/images/guitar.png">
<img src = "/images/work.png">

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