A client-side landmark mask and feathered composite confined image-editing API outputs to the requested facial region in a 15-face pilot, at the cost of little on-target change, while no tested editor moved identity embeddings closer to postoperative photographs.
GIE-Bench: Towards grounded evaluation for text-guided image editing,
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Localize, Don't Beautify: Client-Side Control of Image-Editing APIs for Cosmetic Surgery Previews
A client-side landmark mask and feathered composite confined image-editing API outputs to the requested facial region in a 15-face pilot, at the cost of little on-target change, while no tested editor moved identity embeddings closer to postoperative photographs.