Outfit & Style Restyle

A portrait → the same person in a new outfit, era, or aesthetic.

Category: edit · Difficulty: Intermediate · ~Time: 4 min

What you'll make

Restyle the wardrobe and overall look of a person in a photo while keeping their face and identity intact — swap a hoodie for a tailored suit, try a streetwear or '90s look, or recolor an outfit to match a brand palette. Great for lookbooks, profile refreshes, and fashion mood exploration.

Models used

🎨 Image — Seedream 4.5 (edit) (resolve live; e.g. bytedance/seedream-v4.5/edit)
🎨 Image (alt) — Qwen Image (edit) (resolve live; e.g. alibaba/qwen-image/edit-plus)
💬 LLM — Claude (to translate a vibe into concrete garment details), optional

Steps

Upload the portrait — "Upload this portrait and return the URL." → maps to atlas_upload_media; keep the download_url.
(Optional) Turn a vibe into specifics — "Describe an 'old-money autumn' outfit: garments, fabrics, colors." → maps to atlas_chat with Claude.
Restyle the outfit — "Change the clothing to [outfit], keep the face, hairstyle, pose, and background unchanged." → maps to atlas_generate_image with Seedream 4.5 (edit), passing the uploaded URL as the input image.

Tip: ask the agent to atlas_search_docs for the model first so it pulls the live edit schema and identity-preservation guidance.
Lock identity — if the face drifts, re-run with "preserve the exact same face and skin tone; only change the clothing."

Prompt starters

Restyle the outfit into a tailored charcoal three-piece suit with a white
shirt and silk tie. Keep the person's face, hairstyle, pose, and the studio
background exactly the same. Realistic fabric folds and lighting.

Change the clothing to 1990s streetwear: oversized graphic tee, baggy jeans,
windbreaker. Same face and body proportions, same background.

Tips & variations

Seedream 4.5 (edit) holds identity well on full-body restyles; Qwen Image (edit) is a strong alt for fabric texture and color-accurate brand palettes.
Changing only color? Say "recolor the jacket to forest green, keep the cut and texture" — far cleaner than re-describing the whole garment.
Want several looks at once? Reuse the one uploaded URL across multiple outfit prompts.