NextGen AI
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Stable Diffusion Deep Dive

Master Stable Diffusion: Advanced techniques for ultimate AI image control.

4.9
(3,450)
3,450 studentsEnglish

Created by Dr. Amara Osei · Responsible AI Lead

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This course includes

  • 15 video lessons
  • 4h 25m of content
  • Downloadable resources
  • Full lifetime access
  • Certificate of completion
  • 30-day money-back guarantee

What you'll learn

  • Understand and configure advanced Stable Diffusion parameters (sampler, steps, CFG).
  • Effectively utilize negative prompts to eliminate unwanted elements.
  • Install and use custom Stable Diffusion models (checkpoints) and LoRAs.
  • Master image-to-image (img2img) generation for transformations.
  • Perform precise edits using inpainting and outpainting techniques.
  • Leverage ControlNet for structural and compositional control (poses, depth maps).
  • Explore advanced upscaling methods for high-resolution outputs.
  • Integrate Stable Diffusion into complex creative workflows.

About this course

Ready to move beyond the basics and take complete control of your AI image generation? Stable Diffusion offers unparalleled flexibility, but mastering its advanced features can be daunting. This course is designed for those who want to dive deep, exploring the intricate settings, custom models, and sophisticated workflows that unlock its true power. Forget presets; we're talking about fine-grained control over every pixel. We'll cover essential concepts like samplers, steps, CFG scale, and negative prompting in detail, explaining precisely how each parameter impacts the final image. You'll learn to work with different Stable Diffusion interfaces (like Automatic1111 or ComfyUI) and explore the vast ecosystem of custom checkpoints and LoRAs that allow for unique artistic styles and character consistency. This is where you transition from prompting an AI to directing a digital artist. Prepare to experiment with techniques like ControlNet for precise pose and composition control, image-to-image transformations, inpainting for targeted edits, and advanced upscaling methods. By the end of this deep dive, you’ll possess the skills to generate highly specific, complex, and polished images that meet exacting creative standards. This course is for the dedicated visual creator who demands precision.

Course content

5 modules · 15 lessons · 4h 25m

  • Deep Dive into Samplers and StepsPreview
    18m
  • CFG Scale MasteryPreview
    10m
  • Effective Negative Prompting Strategies
    20m

Requirements

  • Prior experience with basic AI image generation tools (like Midjourney or basic Stable Diffusion usage).
  • A reasonably powerful computer with a dedicated NVIDIA GPU (minimum 6GB VRAM recommended for local installs).
  • Familiarity with installing software and managing files.

Your instructor

D

Dr. Amara Osei

Responsible AI Lead

Amara has built responsible-AI programs for large organisations and advises regulators.