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Our Image Captioning project uses state-of-the-art deep learning models to automatically generate captions that accurately describe the contents of your images. With our project, you can easily add context to your images, making them more accessible and informative to everyone.

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vrajpatel9988/Image-Captioning

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Image Caption Generator

This is a Deep learning project using Flickr8k dataset. A model inspired from the famous Show and Tell Model is implemented for automatic image captioning. The model block diagram is shown below.

baseline1

FAQ

How can I run this project?

  1. Download and extract Flickr8k_Dataset.zip and Flickr8k_text.zip

  2. Now, create a folder named 'ML' in root directory of your Google Drive.

  3. Then upload extracted version of Flickr8k_Dataset and Flickr8k_text into the ML folder. This will take times depending on your IP provider.

  4. Also upload the testing_caption_generator.py into ML folder.

  5. Now create a notebook in Colab by your preferred name, and copy paste from ImageCaption.ipynb

  6. Run all the shells. Happy CODING :)

VISUAL REPRESENTATION OF MODEL

Visual Representation

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Our Image Captioning project uses state-of-the-art deep learning models to automatically generate captions that accurately describe the contents of your images. With our project, you can easily add context to your images, making them more accessible and informative to everyone.

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