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Pixar-Disney Cartoonization

The goal of this projet was to devleop methods for image cartoonization.

python = 3.8

Report

You can find the report at this address: https://drive.google.com/drive/folders/1QZEOePZYLy5r-v1NzK5gERmB5CrUQt3P?usp=sharing.

Data

All data is available at https://drive.google.com/drive/folders/1Ty-eD8pdJNja5iQjBSf8-8xe43IWF0ij?usp=sharing.

Weights

Style transfer weights: https://drive.google.com/drive/folders/1Ty-eD8pdJNja5iQjBSf8-8xe43IWF0ij.

Installations

To install dependencies please run make install.

Demonstrator

To run demonstrator please run make demonstrator.

Rank cartoons

We developed a tab in the demonstrator to evaluate the results of the cartoonizer. Thanks to this tab, you'll be able to rank the different predictions to estimate which method giuves the best results. Cartoonized images must be placed in the data/results/<model_id> where <model_id> is the folder containing all cartonnized images. All predicted images must have the same name as the original image. For example, for the test image 667626_18933d713e.jpg in flickr dataset should have the same name in the data\results\model_1 folder.

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