This app was created for the Codestorm hackathon. This project utilizes 2 AI based image upsampling models to upsample images by a scale of 3x. All editing functions are implemented with OpenCV 4.3.0. The models used in this project are

https://arxiv.org/abs/1707.02921

https://arxiv.org/abs/1608.00367

Requirements : Create a virtual conda enviornment since opencv = 4.3 may clash with spyder.

conda create --name vEnv1 python=3.7
conda activate vEnv1
conda install -c conda-forge opencv=4.3.0
pip install streamlit

Usage

streamlit run main.py

Application demo video. Click the magic butterfly :)