Скачать или смотреть BASIC Stable Diffusion in A1111 - 03_Txt2Img + Controlnet

BASIC Stable Diffusion in A1111 - 03_Txt2Img + ControlNet
Checkpoint Models Used in This Tutorial
architectureExterior_v40Exterior

Specialized checkpoint for architectural exteriors
Best for: Building facades, architectural visualization, exterior renders
Trained on high-quality architectural photography

realisticVisionV60B1_v51HyperVAE

Photorealistic checkpoint with HyperVAE optimization
Best for: Realistic portraits, landscapes, general photography
Enhanced detail preservation with VAE integration

ControlNet Models
Precise control over image generation using reference images
control_depth-fp16.safetensors (689 MB)

Depth map control for SD1.5 (half precision for faster processing)
Best for: Maintaining spatial relationships, architectural perspectives
Input: Depth maps from photos or 3D renders

control_v11p_sd15_canny.pth (1,378 MB)

Edge detection control for SD1.5
Best for: Preserving exact outlines, technical drawings, sketches
Input: Line drawings, edge-detected images

control_v11p_sd15_inpaint (~1.4 GB)

Inpainting control for SD1.5
Best for: Selective editing, object removal, content-aware fill
Input: Original image with mask overlay

control_xl_canny.safetensors (2,386 MB)

Edge detection control for SDXL models
Best for: High-resolution edge control with SDXL checkpoints
Input: Line drawings, architectural blueprints

control_xl_depth.safetensors (2,386 MB)

Depth map control for SDXL models
Best for: Large-scale architectural scenes with depth
Input: Depth maps, 3D viewport screenshots

Tutorial Coverage
This video demonstrates:

ControlNet installation and activation in A1111
Combining text prompts with visual control
Using Canny edge detection for precise outlines
Working with depth maps for spatial accuracy
Inpainting techniques with ControlNet
Preprocessing images for ControlNet input

Credits & Original Sources
ControlNet:

Original Paper & GitHub: https://github.com/lllyasviel/ControlNet
ControlNet v1.1 Models: https://huggingface.co/lllyasviel/Con...
ControlNet for SDXL: https://huggingface.co/diffusers/cont...

ControlNet Extension for A1111:

Mikubill Extension: https://github.com/Mikubill/sd-webui-...

Preprocessors:

Canny Edge Detection: Built into ControlNet extension
MiDaS Depth Estimation: Integrated preprocessor

Models Total Size: ~8.2 GB