Character Consistency with LoRA + Stable Diffusion

Train a LoRA-based image generation workflow that preserves a character’s identity across prompts, poses, and scenes.

Categories

Tech Used

Problem

Creative teams often need the same character to appear consistently across multiple images, but default image generation can drift in facial features, clothing, and styling.

Approach

• Prepared a focused character dataset for Stable Diffusion adaptation
• Fine-tuned a LoRA workflow to improve identity retention and visual repeatability
• Refined prompts and sampling settings to support consistency across different scene concepts

Results

• More stable recurring-character generation for storytelling and branded visuals
• Reusable workflow for character-focused creative production