Understanding image generation with Stable Diffusion and its extensions
Description de votre conférence
Some background on image generation.
Introduction to Stable Diffusion and first experiments.
Diving into Stable Diffusion operation and parameters.
Chronological review of 2 years of progress in the Stable Diffusion ecosystem, with important advances such as ControlNet, IPAdapter, AnimateDiff, LoRA, Dreambooth, SDXL.
Each part of the conference will be illustrated by a reproducible example using Comfy UI or Invoke AI that you can run on your own computer.
Informations diverses
Thématique, Labels : Deep learning, Image Generation
Niveau de difficulté (débutant|avancé|confirmé) : avancé
Le speaker
Julien Blanchon, Data scientist at Thales Alenia Space
Sujet de votre conférence
Understanding image generation with Stable Diffusion and its extensions
Description de votre conférence
Some background on image generation. Introduction to Stable Diffusion and first experiments. Diving into Stable Diffusion operation and parameters. Chronological review of 2 years of progress in the Stable Diffusion ecosystem, with important advances such as ControlNet, IPAdapter, AnimateDiff, LoRA, Dreambooth, SDXL. Each part of the conference will be illustrated by a reproducible example using Comfy UI or Invoke AI that you can run on your own computer.
Informations diverses