Prompt crafting with various Stable Diffusion versions
Stable Diffusion 1.5
SD 1.5 – local
Stable Diffusion 2.1 (sometimes slow/busy)
… … …
huggingface.co/spaces/stabilityai/stable-diffusion-3-medium
huggingface.co/spaces/multimodalart/stable-cascade (released after SDXL)
huggingface.co/spaces/ByteDance/SDXL-Lightning (SDXL – fast image creation)
huggingface.co/spaces/black-forest-labs/FLUX.1-schnell (FLUX – schnell)
huggingface.co/spaces/DamarJati/FLUX.1-RealismLora (FLUX & RealismLora)
huggingface.co/spaces/stabilityai/stable-diffusion-3.5-medium
img2img
https://beta.dreamstudio.ai/generate
segmind.com/models/sdxl-img2img
segmind.com/models/flux-img2img
Stable Horde (free alternative. slow! media-archeological perspective.)
with SH check Interrogation option for image captions.
Inpainting / generative fill (Outpainting):
Adobe generative fill
segmind.com/models/sdxl-inpaint
Image Mixer
Image Mixer demo hosted @ lambdaspaces.com
MATERIALS:
images for the workshop
prompt crafting – doc
examples of ComfyUI workflows
ControlNet (check status!)
ControlNet V1.1 (examples how-to-use)
ControlNet V1.0 (older version)
IP-Adapter
segmind.com/models/flux-ipadapter
Ip-Adapter-FaceID : use prompt to recontextualize yourself into new enviroments etc
segmind.com/models/style-transfer (check if works!)
OmniGen
OmniGen space @ huggingface.co
ComfyUI
comfyuiweb.com (first look to ComfyUI)
openart.ai/workflows/template (test template workflows here)
—
reddit.com/r/comfyui (sources for learning etc.)
Kohya_ss (training Loras – fine tune models)
EXTRA:
mastering-controlnet-in-comfyui
AnimateDiff ComfyUI tutorial
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 related to generative AI technologies:
Generative Landscape -course : CLIP etc
huggingface.co/spaces
github.com/htoyryla/urdiffusion (diffusion for small datasets)
https://www.reddit.com/r/stablediffusion/wiki/tutorials/
pix2pixHD next-frame-prediction (used on FATUM)
Youtube channels, tutorials etc.
Purz Youtube channel