Creating on-brand visuals and trained models with Stable Diffusion
Discover the world of AI-powered image generation. Start with the basics: What is Stable Diffusion and how do you use it? Learn everything about prompt engineering to achieve precise results and how to install Stable Diffusion through platforms like Civitai.com, DreamStudio, or Automatic1111's WebUI. The course delves deep into training your own models, illustrated through the example of creating a digital twin, from selecting training data to the actual training process. This compact course provides you with the essential tools to use Stable Diffusion creatively and effectively for your purposes and to innovatively shape your projects.
Toolstack: Stable Diffusion
📚 Course content
In this comprehensive course, you'll dive deep into the world of Stable Diffusion (SD) and learn how to use this advanced image generation technology for your needs. The course covers everything from SD basics and differences to other platforms like MJ vs Bing (Dall-e), to advanced prompt engineering techniques and practical application across various platforms. You'll learn how to use ControlNets for image control and how to train your own models like Lora and Dreambooth. This course is perfect for anyone looking to start with or expand their skills in creative AI image generation. You'll learn:
- Stable Diffusion Basics and Applications: Introduction to SD, comparison with other platforms and how to use them.
- Prompt Engineering Techniques: Learn how to effectively prompt in Stable Diffusion, including practical applications.
- Platform Installation and Usage: Guidelines for installing and using SD on platforms like Civitai.com, DreamStudio, and Automatic1111 WebUI.
- Training Custom Models: Step-by-step guide to training individual models, including selection of training data and parameters.
- Using ControlNets and LoRAs: Deep dive into advanced techniques for controlling and personalizing image generation.
📖 Chapters in this course