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 the low resolution image :

  

• Select the algorithm to use :

  

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

  

• Result comparison :

  

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

• CAR

• WDSR

Author

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