Garment showcase imagery with swappable model faces

This product replaces the faces of models in existing apparel imagery with AI-generated faces, while preserving the original clothing, pose, lighting, and background. The system automatically matches skin tone, light direction, and head angle to ensure a natural, cohesive result. During generation, key areas—such as necklines, shoulder lines, sleeve shapes, and garment patterns—are protected to ensure the presentation of the clothing remains unaffected. This solution is ideal for scenarios requiring consistent branding, adjustments to facial styles, or the creation of diverse model personas. It supports batch processing and standardized output dimensions, with options for fine-tuning lighting and skin-tone matching post-generation. Apparel teams can leverage a single set of clothing images to quickly produce multiple model variations, streamlining the management of imagery for product detail pages and catalogs.