Image Caption Generator using LSTM

The project aims to build a web application that can describe an image when given by the user using LSTM

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  • ( 73 )
  • guided-inn1
    10 Hrs
  • guided-inn1
    Intermediate

INR 999

  
INR 199850% OFF
Project Description

For a machine to be able to automatically describe objects in an image along with their relationships or the actions being performed using a learnt language model is a challenging task, but with massive impact in many areas. Being able to automatically describe the content of an image using properly formed English sentences is a challenging task, but it could have a great impact by helping visually impaired people better understand their surroundings.

Most modern mobile phones are able to capture photographs, making it possible for the visually impaired to make images of their environments. These images can then be used to generate captions that can be read out loud to the visually impaired so that they can get a better sense of what is happening around them. We are creating a web application where the user selects the image and the image is fed into the model that is trained and generated caption will be displayed on the webpage.

Architecture:





Project Activities

Skills you will develop

  • Python
  • Flask integration
  • Tensorflow
  • Keras
  • Deep Learning
  • LSTM

Mentor

Mahankali Surya Tej
Mahankali Surya Tej

ML Engineer

Mentor Rating star-fill4.8 / 5 (6)

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Reviews
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SYED RAZA

American University of Sharja, Sharja,UAE

It was a fruitful experience. A clear road map was provided to follow throughout the project along with an in-depth introduction of the packages required. The guided labs were extremely helpful and easy to follow.

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Harshitha Josyula

GITAM University,Hyderabad, India

The Guided Projects were not only based on solving real world problems but were also really informative, the smartinternz platform has each and every step in detail and even though if we were stuck at any point the Mentors would help us to resolve all our queries. overall it was a great experience.

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Anuraag Moharana

College of Engineering and Technology, Bhubaneswar, Odisha, India

I took Part of Aritificial Intelligence Guided Project from Smartinternz, it was a wonderful experience and highly motivating, It's a very innovative and smart platform for internships. It provides smarter ways of guiding and interacting with participants and educating through guided labs and projects. It really helped me in giving a boost to my career.