Black Forest LabsThis AI tool transforms an input image based on clear, natural-language instructions, delivering refined, stylized, or context-aware variations while preserving key subject identity. Describe lighting, background, mood, and style to enhance portraits, swap environments, or shift aesthetics without manual masking. Its context-aware vision transformer maintains structural fidelity and texture detail, adjusting composition and tone as prompted. For best results, use high-resolution, uncluttered images with centered subjects and specific prompts. Match aspect ratio to the input for consistent framing and reuse fixed seeds for reproducible outputs. Balance creativity and control by tuning safety tolerance to avoid artifacts or over-filtering.

