{"@context":"https://schema.org","@type":"CreativeWork","name":"Evidence-Aware Restoration: repair damage without inventing history","abstract":"Restore a damaged or degraded photograph conservatively, protecting identity and avoiding unsupported facial or textual invention.","text":"Use case: conservative archival photo restoration\nInput image: the attached image, the damaged or degraded photograph\nRestoration goal: {{restoration_goal}}\nKnown context: {{known_context}}\n\nPrimary request: Restore the attached image according to {{restoration_goal}}, using {{known_context}} only as supporting context.\n\nDamage repair: Remove scratches, dust, stains, fold lines, tears, fading, chemical discoloration, noise, and scanning artifacts while preserving authentic photographic texture.\n\nTone and detail: Recover balanced exposure, contrast, local sharpness, and tonal separation without creating a modern overprocessed look. Preserve original grain and lens character where they remain visible.\n\nIdentity protection: Preserve the exact facial structure, expression, age, hairstyle, body shape, clothing, jewelry, and relationships between people. Reconstruct missing areas conservatively from nearby evidence and symmetry only when justified.\n\nText and evidence: Preserve legible writing and signage exactly. If letters are missing or unreadable, leave them unresolved rather than inventing words. Do not add people, objects, decorations, or background history unsupported by the image.\n\nColor: Colorize only when the restoration goal explicitly requests it. Use restrained, period-plausible colors and keep ambiguous colors neutral.\n\nConstraints: Avoid beauty retouching, face replacement, invented eyes or teeth, waxy skin, excessive sharpening, fake high-frequency detail, or altered composition. Add no watermark.\n\nOutput: Return only one carefully restored image.","author":{"@type":"Organization","name":"Picoprompt","handle":"picoprompt","official":true},"genre":"Image","dateCreated":"2026-09-10T01:08:00.000Z","url":"https://picoprompt.app/p/evidence-aware-restoration","usage":{"model":"Image model with restoration editing support","variables":["restoration_goal","known_context"]},"examples":[{"name":"A damaged family print restored conservatively","sourceImage":"https://picoprompt.app/examples/advanced/evidence-aware-restoration-before.png","sourceImages":[{"label":"Source image","image":"https://picoprompt.app/examples/advanced/evidence-aware-restoration-before.png","alt":"Faded and physically damaged family picnic photograph"}],"outputImage":"https://picoprompt.app/covers/evidence-aware-restoration.png","sourceAlt":"Faded and physically damaged family picnic photograph","outputAlt":"The same family photograph restored without changing identity"}]}