unwrap-clothes/CONTEXT.md

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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.