A Coding Guide to High-Quality Image Generation, Control, and Editing Using HuggingFace Diffusers

This guide demonstrates high-quality image generation using HuggingFace Diffusers library. It covers setting up environments, generating images from text prompts with Stable Diffusion, accelerating inference with LoRA optimization, controlling composition via ControlNet with edge conditioning, and performing localized edits. The workflow combines practical techniques for efficient, controlled image synthesis.