AI Fashion Editorial Portrait Transformation Workflow

An editorial fashion portrait of a young East Asian woman featuring a sleek, blunt black bob with straight bangs. She poses in profile against a slate-blue studio backdrop, wearing a high-collared gown defined by bold black-and-white geometric abstraction, vertical striping, and subtle color accents. Bright wildflowers frame the lower edges under balanced studio lighting. How to Achieve This Result Subject Reference: Use the original casual portrait as a facial identity reference via an IP-Adapter (e.g., FaceID) or character reference parameter. Style & Composition Locking: Use the fashion portrait as a ControlNet input (Depth, Lineart, or OpenPose) or base image to preserve the exact dress geometry, lighting, and wildflower framing. Hairstyle Integration: Inpaint or prompt specifically for a "glossy jet-black blunt bob haircut with bangs" to override the original messy hair while retaining facial likeness. Blending & Upscaling: Blend lighting tones on the skin to match the cool studio strobe setup, then upscale for high-resolution texture.