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This repo represents our machine learning project Image Description which is used to generate a description of an image based on activities and objects detected in the image.

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dhruvik-patel/image-description

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Image Description

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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 :

Model


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

Output 1

Output 2


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This repo represents our machine learning project Image Description which is used to generate a description of an image based on activities and objects detected in the image.

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