/Image-Upscaler-Deep-Learning

Upscale your images using deep learning (AI) - Demo website

Primary LanguagePython

Free Image Upscaler Using Deep Learning (AI) 📸

A simple interface to upscale your images using deep learning (AI). In streamlit, there is a shortage in terms of CPU, to solve this issue use codes in GitHub on your own device or use another scale twice.

Demo

https://mehrdad-dev-image-upscaler-deep-learning-streamlit-app-b16947.streamlit.app/

Note: If you see a error like "Oh, no - Error running app", it is because CPU shortage in streamlit. to solve this issue use codes in GitHub on your own device or use another scale twice.

Local machine

  1. clone this repo
  2. Install requirements.txt
  3. and then run demo with this command:
python3 -m streamlit run streamlit_app.py

Models

  1. EDSR - Paper

  2. LapSRN - Paper

  3. FSRCNN - Paper

  4. ESPCN - Paper

Licence

MIT licence.