AI workshop

Prompt crafting

Stable Diffusion 1.5
huggingface.co/spaces/runwayml/stable-diffusion-v1-5

Stable Diffusion 2.1 (sometimes slow/busy)

SDXL + fine-tuned models (choose: sd_xl_base_1.0.safetensors)

huggingface.co/spaces/multimodalart/stable-cascade (released after SDXL)

huggingface.co/spaces/AP123/SDXL-Lightning (SDXL – fast image creation)

img2img

Dreamstudio:
https://beta.dreamstudio.ai/generate

Stable Horde
https://aqualxx.github.io/stable-ui/ (free alternative. slow!)
check also Interrogation option for image captions.

Inpainting / generative fill (Outpainting):
Adobe generative fill

Inpainting based on Stable Diffusion

Image Mixer
https://cloud.lambdalabs.com/demos/lambda-ml/image-mixer-demo
Image Mixer demo hosted @ lambdaspaces.com

MATERIALS:
images for the workshop
prompt crafting – doc
examples of ComfyUI workflows

ControlNet
ControlNet V1.1 (examples how-to-use)
ControlNet V1.0 (older version)

ComfyUI

comfyuiweb.com (first look to ComfyUI)
openart.ai/workflows/home (test example workflows here)
Kohya_ss (training fine tune models)

reddit.com/r/comfyui (sources for learning etc.)

EXTRA:
KREA-AI (image/video (check demo!))
ZeST – Zero-Shot Material Transfer from a Single Image
huggingface.co/spaces/stabilityai/TripoSR (image-to-3D)
gen-2 text-2-video
audioldm-text-to-audio-generation
elevenlabs.io (text-to-speech)
virtual avatar
https://app.prodia.com/#/art-ai – test various image models


Articles:
Aaron Hertzmann – When Machines Change Art
Lev Manovich & Emanuele Arielli – Artificial Aesthetics chapter 5 (PDF -> “Media Translations”)
Vinoy Laughner – Computer Art: Is It Really Art?

Additional links:
Generative Landscape -course : CLIP etc
huggingface.co/spaces
https://github.com/AUTOMATIC1111/stable-diffusion-webui (Camenduru webui explained and installation instructions, notice min. 4GB GPU required)
github.com/htoyryla/urdiffusion (diffusion for small datasets)
https://www.reddit.com/r/stablediffusion/wiki/tutorials/
pix2pixHD next-frame-prediction (used on FATUM)