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Combining 3D and AI: Blender & Stable Diffusion Workflow
Rating: 2.9 out of 5(5 ratings)
193 students

Combining 3D and AI: Blender & Stable Diffusion Workflow

Learn how to use AI tools in your work with this 1-hour course. You’ll explore setting up Stable Diffusion and seamless
Created byAnton Tenitsky
Last updated 12/2024
English
English [Auto],

What you'll learn

  • Get Stable Diffusion Up and Running
  • Seamlessly Integrate AI & 3D
  • Explore Depth Maps for Controllable AI Image Generation
  • Set Up Camera Animation and Compositing in Blender

Course content

1 section34 lectures48m total length
  • Introduction0:48

    Learn to combine 3d and ai by installing stable diffusion, plugging in modules, and setting up a Blender scene that works with diffusion on free software with an Nvidia-equipped laptop.

  • 02 Installing Stable Diffusion Web UI1:45

    Install stable diffusion web ui by cloning the repository from GitHub, install Python and Git on Windows, run web ui, download required packages, and optionally enable dark mode.

  • 03 Switching to UI Dark Mode0:37

    Switch to the diffusion web UI dark mode by editing a notepad file, saving with Ctrl+S, and re-launching the web UI via the bat file to apply the theme.

  • 04 Stable Diffusion Standard Models0:54

    Explore stable diffusion standard models, including version 1.5 and 3.5, and download the medium model from Hugging Face for best consumer hardware performance.

  • 05 Adding Custom Models from CivitAi1:02

    Download custom models from CivitAi and save the chosen model to the stable diffusion models folder, then refresh the web UI to scan for updates.

  • 06 Creating Your First AI Prompt0:17

    Craft your first ai prompt by typing a medieval room, click generate, and see a simple prompt produce an image, paving the way for more detailed prompts.

  • 07 Customizing Image Save Paths0:12

    Save each generated image automatically and customize the save path by copying and pasting the desired folder, then click reload ui to apply the update.

  • 08 Installing ControlNet for Precision Renders0:38

    Install controlnet to achieve precision renders in the sd web ui. Locate, load, and install the controlnet extension from the available extensions using a targeted search.

  • 09 Building a Room Blockout in Blender5:44

    Build a room blockout in Blender 4.3 by creating, editing, and beveling cubes, adding a ceiling with edge loops, and applying scale for clean geometry in stable diffusion workflows.

  • 10 Setting Up the Camera in Blender1:49

    Position the default Blender camera with G and Alt+Shift snapping, set it as active and locked to view, then set focal length to 18–24 for a wide-angle real estate look.

  • 11 Configuring Depth Pass Renders in Blender3:09

    Configure depth passes in blender by rendering a z-depth map, adjusting map range and raw color management for stable diffusion, then save a 16‑bit, zero‑compression PNG.

  • 12 PhotoPea (Free Photoshop) for Gaussian Blur of the Room0:44

    Blur a render in Photopea, a free online Photoshop alternative, using gaussian blur of about two pixels, export as png, and apply the result to stable diffusion.

  • 13 Fine-Tuning ControlNet Depth Settings1:27

    Drop the Blender export into the interface, set 960 by 540, enable control net with depth as preprocessor, then set control weight 0.7, seed 10, and depth as control type.

  • 14 Generating Your First AI Image0:26

    Click generate to create your first ai image and monitor progress in the command prompt window. A fresh restart speeds up the run, depending on your video card and VRAM.

  • 15 Control Depth Glitch Depth Preprocessor Switch0:24

    Switch the depth processor from meters to Zoe when abnormalities appear, and adjust the depth profile and prompts to regain control in the Blender and Stable Diffusion workflow.

  • 16 Crafting Effective AI Prompts0:44

    Master crafting effective prompts for Blender and Stable Diffusion by testing scene details, 80mm lens realism, and gaussian blur with control weight 0.7 to balance detail and originality.

  • 17 Embedding Prompts in AI-Generated Images1:08
  • 18 Upscaling Images with Stable Diffusion - Latent method vs Swing1:19

    Boost image resolution using upscalers in stable diffusion, including latent upscaling. Compare different upscalers, adjust denoising settings to balance detail and processing time while mindful of gpu memory.

  • 19 Quick Online Upscaling with Krea AI1:32

    Learn quick online upscaling with krea ai: sign up, upload images, choose upscale methods like clarity and resemblance, and compare before-and-after results to improve details.

  • 20 Showcasing AI Image Experiments5:46

    Explore a gallery of AI image experiments and learn how prompt and setting adjustments—depth maps, windows, lighting, control nets, upscaling, and lens choices—shape realistic renders.

  • 21 Projecting AI Images in Blender2:36

    Link materials across multiple objects in Blender, apply a background texture from a Stable Diffusion render, and adjust color management and UV projection through geometry subdivision to improve projection accuracy.

  • 22 Using Sketchfab to Find 3D Models for AI Background1:08

    Use Sketchfab to find 3D models for AI backgrounds, with a large library of public domain items and downloadable models with textures.

  • 23 Importing Model to Blender and Material Set Up2:01

    Import the OBJ into Blender and position, rotate, and scale it to fit the scene. Connect textures in shading—base color, roughness, and normal map—and adjust hue for color harmony.

  • 24 Matching Lighting to AI Backgrounds1:45

    Match lighting to AI backgrounds in Blender by deploying point and area lights, adding back rim light, simulating global illumination, and tuning warm pinkish colors for front and back lights.

  • 25 Creating Realistic Shadow Catchers in Blender 4.32:26

    Create a shadow catcher in Blender 4.3 by placing a large plane, mixing transparent and diffuse shaders, and tuning the shadow mask and lighting.

  • 26 Leveraging Blender 4.3 Light-Linking0:52

    Enable Blender 4.3 light linking and exclude the shadow catcher plane from lights to darken shadows. Apply the same technique to the point light on the face for precise shading.

  • 27 Adjusting Global Environment Colors0:32

    Adjust global environment colors in Blender to control shadows and lighting, switching from grey to a darker color or black, and adding a brownish hue to match the room background.

  • 28 Adding Bloom Effects in Blender 4.3 through Compositing1:39

    Master adding bloom in Blender 4.3 through compositing by using the glare node, adjusting the threshold, and previewing in the compositor to enhance 3D dimensionality and immersion.

  • 29 Adjusting Brightness and Contrast of Model Texture0:32

    Adjust brightness and contrast of the model texture in the shading tab to achieve a softer, washed-out look, and compare before and after using the node mute function.

  • 30 Animating the Camera for Dynamic Shots1:22

    Enable live keyframes and move the camera to create keyframes, then adjust position. Rotate as needed and set frame 60 to switch to portrait lens.

  • 31 Adding Professional Look with Depth of Field1:21

    Explore depth of field in Blender by focusing on an object, adjusting f-stop and focus distance, keyframing focus, and refining bloom and glare through compositing for a professional look.

  • 32 Final Light Adjustments0:18

    Reduce the brightness of the light in front of the face to create natural lighting, fill the window, and push light upward to join areas, with a full screen preview.

  • 33 Rendering the Final Animation0:29

    Set up multiple monitors on the second screen to streamline rendering, choose MPEG export over PNG sequence, select the export folder, and render the animation after saving.

  • 34 Final Animations Overview0:36

    Explore the final animations overview, including an egyptian themed room variation with a Sketchfab prop and alternate props, showcasing the course's 3D and AI workflow.

Requirements

  • No prior experience for Stable Diffusion but some basic knowledge of Blender UI is useful

Description

The age of AI is upon us. It is time to learn and work with these powerful tools.  


By adapting and integrating AI into our workflows, we can unlock new levels of creativity and efficiency, ensuring our skills remain relevant and valuable.


And I already use these techniques for my clients. It greatly expands on the service I can deliver.


What You’ll Learn:


  • Get Stable Diffusion Up and Running: Learn how to install Stable Diffusion and external plugins on your machine to be able run free models of your choice.

  • Seamlessly Integrate AI & 3D: Learn to seamlessly integrate AI-generated images into your Blender scenes, creating photorealistic imagery and simple animations.

  • Explore Advanced Techniques: Dive into advanced concepts like depth maps, prompt engineering, and image refinement.


Who This Course Is For:


  • Aspiring 3D artists and designers

  • Game developers and environment artists

  • Creative professionals seeking new artistic possibilities

  • Anyone curious about the fusion of 3D modeling and AI


What You’ll Get:


  • A high-quality, condensed 1-hour video tutorial

  • Downloadable project files with all 4 scenes, textures, and models

  • The tutorial divided into 34 named chapters for easy reference

  • A complete collection of generated images and animations


Keep up with AI and reach new clients!

Who this course is for:

  • Aspiring 3D artists and designers
  • Game developers and environment artists
  • Creative professionals seeking new artistic possibilities
  • Anyone curious about the fusion of 3D modeling and AI