/Image-Upscaler

Image upscaling webapp using ProSR architecture

Primary LanguagePythonGNU General Public License v3.0GPL-3.0

Instructions to SetUp

Anaconda

Create and activate conda environment

conda create --name pytorch

conda activate pytorch

Install requirements

conda install pytorch==1.5.0 torchvision -c pytorch
conda install scikit-image cython
conda install -c anaconda flask==1.1.2
pip install easydict

Based on the paper

A Fully Progressive Approach to Single-Image Super-Resolution by Wang-Yifan et al at CVPRW 2018

This could be hosted on Colab, temporarily ofcourse..

The ColabNotebook can be accessed here Colab ❤

Examples here