tilltheend/unwrap-clothes
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unwrap-clothes/docs/map.md
Schmidt Till (CSS TO PME DSI PAO MUC) f4fb10a03a chore: add agent skills, docs, and project context
2026-09-10 23:12:00 +02:00

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Destination

A fast, single-user, locally hosted web app (app.py + vanilla HTML/CSS/JS in static/index.html) running on http://127.0.0.1:8000 where a user can upload a garment photo, choose presets or customize the prompt, submit to OpenRouter's meta/muse-image, view side-by-side before/after comparisons, and download the full-resolution restored image.

Notes

  • Domain: Garment photo cleaning, wrinkle removal, catalog photography standardization.
  • Skills: prototype, unslop.
  • Notes override: Execution carried into the map tickets.
  • Standing preferences: Minimal dependencies (FastAPI + uvicorn + vanilla HTML/CSS/JS without build steps or node_modules).
  • Verified facts: meta/muse-image avoids false-positive moderation triggers, output capped ~1.8 MP requiring Pillow Lanczos upscale to source dimensions.

Decisions so far

Not yet specified

  • Error handling and recovery UI (rate limit 429, invalid API key 401, timeout, or moderation errors displayed gracefully in the web UI)
  • Batch upload or multi-image queue (if single-image workflow demands scaling)

Out of scope

  • Multi-tenant authentication, user accounts, and remote multi-user session management
  • Custom AI model fine-tuning or local GPU model inference
  • Cloud storage integrations (AWS S3, Google Cloud Storage)