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This project has the capability of generating image description and then attaching a label to it. Our model analyzes the objects in the image and generates categories that can be used as labels and further recommends captions to the user as they upload images into the application.

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tirth2212/Image-Caption-Generation

 
 

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Title : Image Caption Generator

Description:

This project has the capability of generating image description and then attaching a label to it. Our model analyzes the objects in the image and generates categories that can be used as labels and further recommends captions to the user as they upload images into the application.

Technologies Used:

  • Predictive Modeling
  • Deep Learning
  • Natural Language Processing
  • Image Processing
  • MultiClass Text Classification
  • Web Scrapping

Environment

Python (NumPy,Pandas,Tkinter,Scikitlearn,NLTK,TensorFlow, Keras),YouTube API

Dataset and necessary files can be download from the link provided, which consists of complete bundle of working files:

https://drive.google.com/file/d/1kQOGYRbyO80ofpiAPtH1zAghdnERkOqP/view?usp=sharing

To Run

To run the project, just run the GUI.py for using the front end and upload the images in it to test the model.

Demo

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About

This project has the capability of generating image description and then attaching a label to it. Our model analyzes the objects in the image and generates categories that can be used as labels and further recommends captions to the user as they upload images into the application.

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  • Jupyter Notebook 98.3%
  • Python 1.7%