Random variations

[ABBEN4]

Hello,

I don't have the ressources to run the current version of this tool, so sorry if I missed the implementations of what is described here but I worked a couple hours on few things on stable diffusion, mostly on serendipitous generation combined to fine selection in the style of midjourney or "Make children" from Arbreeder.

Full description here: https://github.com/ABBEN4/Stable_diffusion_GWEN

Few things I put in :

• First was clearing the cash after each run to allow rerun because basic version did no allow that but I guess you guys already got that solved
• Captation of seed / parameters for each generation to be used for subsequent fine-tuning
• Random generation of pictures without fiddling with the parameters in the style of Midjourney - randomness rises from guidance, size and number of steps. I have a couple more ideas on how to generate slight randomness.
• Third was slight variations from a selected picture through the same process but within an acceptable range of variations
• Finally as you did, focused on super-resolution with ESRGAN but might suggest checking this colab for more tools for that https://colab.research.google.com/gist/JingyunLiang/a5e3e54bc9ef8d7bf594f6fee8208533/swinir-demo-on-real-world-image-sr.ipynb#scrollTo=lHNHoP8PZJQ7 because sometimes ESRGAN gives strange results.

I have a couple more ideas on how to make it more user-friendly, better but after seeing this GUI, I think my energy would be better spent helping you guys. I am not advanced enough to commit the suggested changes directly within the package you propose, so I will be glad to just play with them on the Github shared above and let you guys pick whatever you think is useful !

Cheers !

Abdé