~/talk

Beyond DALL-E: Advanced Image Generation Workflows with ComfyUI

Talkat PyCon DE & PyData 2025 · on Friday, 2025-04-25· at 10:15· Hassium· [machine-learning, creative-coding]
name:René Fa
links:none on file
slides:none on file

ComfyUI workflows combine Stable Diffusion XL, LoRA and plugins to achieve precise results: demonstration pipelines run on runpod.io with Docker and a GitHub repo of workflows; examples include LoRA for style transfer to produce Ghibli-like images, a ControlNet + low-denoise image-to-image pipeline that turns the Python logo into a top-down island, Segment Anything + grounding to auto-mask and inpaint grapes out of a fruit still life, and a latent-space “flip” pipeline that successfully blends two prompts into an upside-down illusion.

AI-written summary · about

  1. 0:00Introduction to ComfyUI
  2. 0:44Understanding ComfyUI
  3. 3:05Building a basic pipeline
  4. 8:52Styling with LoRA
  5. 11:31Advanced control techniques
  6. 16:02Combined generation workflows
  7. 17:11Inpainting and segmentation
  8. 20:24Low-level operations
  9. 23:28Conclusion and resources
  10. 24:19Q&A session
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