8 guides available in the Stable Diffusion directory
Use IP-Adapter to transfer styles, faces, and compositions from reference images into new Stable Diffusion generations.
Advanced ControlNet guide covering multi-control combinations, weight balancing, and compositional control for professional results.
Technical tutorial on ControlNet integration covering the mathematical foundations, practical implementation in Python, and hands-on examples with different control types for precise image guidance.
Comprehensive ControlNet guide covering all preprocessor types (Canny, Depth, Normal, OpenPose, Scribble, Seg), installation in A1111 and ComfyUI, multi-ControlNet setups, and real-world composition control examples.
Updated 2025 guide covering ControlNet installation, preprocessor-model matching, control weight and guidance settings, and practical examples for pose transfer, edge-guided generation, and depth-aware composition.
Comprehensive ControlNet guide covering all preprocessors and models including Canny edge detection, depth estimation, OpenPose human keypoint detection, lineart, and the unified ControlNet Union model for SDXL.
Guide to installing and using ControlNet Union SDXL, the combined model integrating canny, lineart, depth, and other ControlNet models into a single file. Covers setup in both ComfyUI and AUTOMATIC1111.
Guide for using ControlNet preprocessors with SDXL models. Covers downloading SDXL-compatible ControlNet models, weight tuning, multi-ControlNet chains, and differences from SD 1.5 usage.