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Big Data Project (CSGY- 6513) 📊

License python tensorflow PyPI

Image Enhancement using Distributed Deep Learning

Supervised by Prof. Juan Rodriguez

Built by

  • Niharika Krishnan (nk2982)
  • Vaibhav Singh (vs2410)

Table of Contents

Installation

git clone https://github.com/Distributed_Image_Enhancement.git
cd Distributed_Image_Enhancement

1.) Installation on conda environment -

conda env create --name v_env --file=environments.yml
python3 train.py

2.) Installation via requirements.txt -

pip install requirements.txt
python3 train.py

Dataset

https://www.kaggle.com/datasets/arnaud58/flickrfaceshq-dataset-ffhq (21gb)

  1. Currently the program uses 10 images for running end to end.
  2. Download the complete dataset from the above url into "face_data" folder and change the data_path in config.yml file

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