Project goal: Image colorization

Team members:

• Clara Bonnin
• Mariona Carós
• Adrià Barja
• Joan Marco

Programing Language

We will be using Python 3.6 for this project. A virtual environment can easily be created by running:

virtualenv --python=python3.6 dlai-env
source dlai-env/bin/activate
pip install -r requirements.txt

In requirements.txt you will find any python dependency needed to run the code.

Abstract

The project will consist in implementing from scratch with Keras and Tensorflow the pipeline described in the Colorful Image Colorization paper which consists in generating realistic colorizations, given a grayscale photograph as input.

Dataset generation

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Architecture