Image Description

Image Description refers to the process of generating meaningful descriptions from images based on objects and activities detected in the images.

Specifications

Dataset : MS COCO 2014
Dataset link : https://cocodataset.org/
Image Datasize : 1,25,000
Trainable Parameters : 13,855,013
Layers : 12

Model Architecture :

To run this project on local machine

Install virtualenv by:

pip install virtualenv

Create virtual environment :

virtualenv my_env

Activate virtual env :

my_env\Scripts\activate

Install requirements for project :

pip install -r requirements.txt

Run this project :

python app.py

Test the project :

Go to localhost:9999 in your browser.

Live Version

You can see it on https://img-descriptor.herokuapp.com/

Output

Creators

Dhaval Jotaneeya : @Dhaval-Jotaneeya
Harsh Patel : @limbaniharsh
Dhruvik Patel : @dhruvik-patel
Hardik Gohil : @hardikgohil73253