Image-Captioner

A simple Web-App to Generate Captions for Uploaded Images

Features:

• Users first Sign Up.
• Logged In users can upload their images using the upload form.
• The Deep Learning model will generate the captions and display them.
• Furthermore, users can make their uploaded images public for others to see.
• Uploaded images and Generated captions of a user are available at their profile page.

Technologies Used

Machine Learning: LSTM, Keras, OpenCV
Front End: Html5, Bootstrap, Javascript
Backend: Nodejs, Flask, Expressjs, MongoDB
Containerised using Docker

LSTM Model

The LSTM model developed and used in the web-app to generate the captions can be found in this repo : https://github.com/AmritK10/Image_Captioning

Getting Started

Requirements: Have Docker intstalled

Terminal Window

docker-compose up

After Running the above command open: http://localhost:3000/

Demo

Home Page

The Sample Image Captions

Image Caption Details Page

Profile Page

Image Uploading Form

Sign Up Form

Login Form