Ai-narchy

Firstly the moodboard and reference sheet to maintain every input and output of my process converging to aimed art direction

Firstly the moodboard and reference sheet to maintain every input and output of my process converging to aimed art direction

Then, a colab notebook to run a remote repo of stable diffusion (since Google's GPUs are freaking faster than my RTX3080)

Then, a colab notebook to run a remote repo of stable diffusion (since Google's GPUs are freaking faster than my RTX3080)

Download the right version  of  stable diffusion (2.0 and 2.1 sucks when not working  with photorealistic images)

Download the right version of stable diffusion (2.0 and 2.1 sucks when not working with photorealistic images)

After half a hour making the colab notebook mount the tool with no error messages and fixing evey single error message with the very first prompts, we design the prompt keywords and then add the importance tags

After half a hour making the colab notebook mount the tool with no error messages and fixing evey single error message with the very first prompts, we design the prompt keywords and then add the importance tags

Since it's nearly impossible  to  output  readable coherent text we  are  going to photobash  a very simple initial guidance image within the desired art direction of our moodboard

Since it's nearly impossible to output readable coherent text we are going to photobash a very simple initial guidance image within the desired art direction of our moodboard

Many thanks to Nicolas  Raymond for his / her awesome anarchy flag under CC0 licensing

Many thanks to Nicolas Raymond for his / her awesome anarchy flag under CC0 licensing

Thanks Wikimedia commons for that  awesome icon!
Also, that's just looking like Adobe is already giving you a spoiler about the future of illustration ">.>

Thanks Wikimedia commons for that awesome icon!
Also, that's just looking like Adobe is already giving you a spoiler about the future of illustration ">.>

Since I'm a  technical artist, and I came from a technical support background, I will use my "swiss army knife" tool for photobashing ... MICROSOFT's WORD

Since I'm a technical artist, and I came from a technical support background, I will use my "swiss army knife" tool for photobashing ... MICROSOFT's WORD

No need for something REALY AMAZING, all that matters is the big picture of the idea and a lot of noise textures spread everywhere to make the AI aim for these regions

No need for something REALY AMAZING, all that matters is the big picture of the idea and a lot of noise textures spread everywhere to make the AI aim for these regions

Back to our tool on the image to image tab, with subtle prompt tweaks and after 16 samples we may notice that  a  "layer of  noise" is missing over the whole image to enhance the AI perception  of the unchanged  areas

Back to our tool on the image to image tab, with subtle prompt tweaks and after 16 samples we may notice that a "layer of noise" is missing over the whole image to enhance the AI perception of the unchanged areas

Back to my editing tool, I added a noise layer over the image

Back to my editing tool, I added a noise layer over the image

Now the AI is reaching every pixel of the guide image and it's just a matter of tweaking the strength

Now the AI is reaching every pixel of the guide image and it's just a matter of tweaking the strength

With  the lowest denoise strength (just  to glue up the whole composition into a seamless icon), checking the moodboard through a thumbnail test, I notice that a darker background could "bump" the content of the image and stand out on the front page

With the lowest denoise strength (just to glue up the whole composition into a seamless icon), checking the moodboard through a thumbnail test, I notice that a darker background could "bump" the content of the image and stand out on the front page

Ok, back to my editing tool, addded some dark shapes and another layer of noise

Ok, back to my editing tool, addded some dark shapes and another layer of noise

yeah... not good enough, i should  surely soften the edges on microsoft word

yeah... not good enough, i should surely soften the edges on microsoft word

Editing the shape points  with bezier curves for round corners  and soft edges for better blending with the edges of the icon

Editing the shape points with bezier curves for round corners and soft edges for better blending with the edges of the icon

Yeah.... should work ...

Yeah.... should work ...

Yeah... much  better  when compared to the previous  one, the contrast really bumps the content and has better readability when compared side by side against the reference

Yeah... much better when compared to the previous one, the contrast really bumps the content and has better readability when compared side by side against the reference

Then, attempt to "converge / bend" the Ai towards that awesome inspiration behind the idea

Then, attempt to "converge / bend" the Ai towards that awesome inspiration behind the idea

GlueIT for a grid of 24 samples

GlueIT for a grid of 24 samples

The generated 24 samples with 512x512 pixels each! 
From left to right each sample has  the same parameters with ascending seed value!

The generated 24 samples with 512x512 pixels each!
From left to right each sample has the same parameters with ascending seed value!

Chose the one with the best readability, but also with the desired "artstyle".

I did not use any  of the samples replacing the "I" vogal  by  a "posca  pen"  because of the additional cognitve layer of iconography and probably "too cliché"

Chose the one with the best readability, but also with the desired "artstyle".

I did not use any of the samples replacing the "I" vogal by a "posca pen" because of the additional cognitve layer of iconography and probably "too cliché"

settings for "prompt prototyping"

settings for "prompt prototyping"

settings for "mining" the samples

settings for "mining" the samples

Increased resolution with 33% of denoising strength (not such a big deal)

Increased resolution with 33% of denoising strength (not such a big deal)

The  settings for upscaling, with tweaked prompt parameters

The settings for upscaling, with tweaked prompt parameters

Don't forget to add the correct tags for your AWESOME ARTWORK =D

Don't forget to add the correct tags for your AWESOME ARTWORK =D

Check  if it works as expected on the previous thumbnail testing phase

Check if it works as expected on the previous thumbnail testing phase

Ai-narchy

Google notebook :
https://colab.research.google.com/github/ddPn08/stable-diffusion-webui-colab/blob/main/automatic1111.ipynb#scrollTo=A6OFCY

The notebook is running a version of the following github repo :
https://github.com/AUTOMATIC1111/stable-diffusion-webui

GlueIT for mosaic / spritesheets:
https://github.com/Kavex/GlueIT
https://github.com/Kavex/GlueIT

Download Stable Diffusion 1.5, since 2.0 and 2.1 (even for 512x512 or 768x768) sucks when not working with photorealistic outputs (and lost almost every artist artsyle):
https://huggingface.co/runwayml/stable-diffusion-v1-5