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unwrap-clothes/CONTEXT.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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Vocabulary

Garment Photo

A source photograph of clothing intended for catalog or marketplace listing, typically taken with a mobile phone camera, which may have wrinkles, uneven lighting, or distracting backgrounds.

Cleaned Image

The final processed image after AI wrinkle removal, background standardization, and resolution restoration to the source aspect ratio and pixel dimensions.

Editing Prompt

The instructional prompt sent to the image model specifying pixel faithfulness to the original garment while mandating complete wrinkle removal and backdrop styling.

Backdrop Preset

A predefined background aesthetic for the catalog photo, primarily:

  • Warm beige: Soft, warm studio beige backdrop.
  • Bright white: Clean, shadowless white catalog studio backdrop.

Resolution Restore

The step where the model output (capped around 1.8 MP) is resampled via Pillow Lanczos back to the source image's original dimensions.