An Implementation of the paper 'Real-Time Adjustable Style Transfer' of ICLR 2020 for the purposes of the COMP6248 Reprocibility Challenge Coursework.
‘Adjustable Real-Time Style Transfer’ (ICLR 2020) addresses the inclusion of a secondary conditioner network to adjust hyperparameters without retraining a style transfer network, otherwise requiring hours of computation. This document attempts to recreate the paper’s findings, by reproducing figures and describing the difficulties and nuances in reproducing the described network. Relevant code can be found at the Real-Time-Adjustable-Style-Transfer repository (git.io/JsT1E)
- Rohan Bungre
- Carl Richardson
- Charlie Steptoe
- Alex Thomas
The Python notebooks included herein are an amalgam of the work performed by the group, using the existing code base provided by Nikita Prudnikov in the Github repository here.
This repository contains two primary notebooks, found within the 'Notebooks' folder. The 'Notebook - NP.ipynb' file contains an adjusted version of the Python code provided by Nikita Prudnikov's GitHub repository mentioned above. The 'Notebook - Complete.ipynb' file contains the complete paper's reimplementation of the original network setup.
The 'Report' folder contains the full reproducibility report for the COMP6248 module coursework in PDF and TEX formats.