/Image-Enhancer

An Open-Source, PythonQt5 based Desktop App for up-scaling images using state-of-the-art GAN techniques.

Primary LanguagePythonMIT LicenseMIT

Image Enhancer v1.1

An Open-Source, PythonQt5 based Desktop App for up-scaling images using state-of-the-art GAN techniques.

What's New ?

Well, let's talk about it in upcoming updates 😉

  • As of now, we just have a new PopUp Window when you click the upscaled image. So you can now look/review the upscaled image closely before saving it !

How To Run ? (I'll deploy this soon, but for now...)

  • Clone this repo :

    git clone https://github.com/sudoRicheek/Image-Enhancer.git
cd Image-Enhancer

  • Run the python script Run.py :

    python run.py

Some Working Photos :)

  • Initial view :

    Open

  • Open the low resolution image :

    Open image

  • Select the algorithm to use :

    Choose

  • Get the upscaled image(Yes its that simple !) :

    Up-Scale

  • Result comparison :

    Final

Plans For Next Update

  • Set up check boxes, for selecting the type of object in the image, for increasing the specificity of the type of Neural Network to be used.

  • Find and implement SOTA models for image upscaling.

  • Other minor tweaks. Can't really think of anything now 😁

References

Author

Created with ❤️ by Richeek Das a.k.a sudoRicheek. May 2020