Use case · Denim
Photograph denim ranges straight from the product shots
Send the jeans, skirts, and jackets, set one direction, and receive model photos where the wash and the fit follow the product shot.
Production signals
- Wash and fades from the product photo
- Silhouette and seams from the source
- Optional AI reviewer
Mechanism
Hold the wash and the silhouette to the source.
A denim wash is the product: fades, whiskers, and seams identify the piece, and the silhouette decides whether a wide leg reads wide. Uwear uses the garment photo as the source of truth for wash and construction, while the saved direction holds the model, the setting, and the light across the range. When QA is on, an AI reviewer compares each result with the source and retries images where the wash or shape drifts.
Workflow
The production loop
- 01
Send the denim range
Upload flat lays for jeans, skirts, and jackets, with back views for pocket and yoke details.
- 02
Set one direction
Choose the model and setting once. Denim ranges suit both clean studio and urban directions.
- 03
Run with QA on or off
Generate the range with the AI reviewer on or off. Flagged washes and shapes retry automatically.
Outcomes
What this unlocks
The wash identifies the piece
Fades, whiskers, and contrast stitching carry from the product photo into the finished photo.
Fits look like their names
Wide legs read wide, straight cuts read straight, and hems land where the product sets them.
Colourways multiply cleanly
Each new wash reuses the saved direction, so the range grows without another shoot.
Frequently asked questions
Yes. The garment photo is the source of truth, so the wash, fades, and contrast stitching carry into the finished photo. An optional AI reviewer compares each result with the source and retries images where the wash drifts.
The product photo sets the silhouette: wide-leg, straight, or tapered cuts render as the garment defines them, and flagged shape drift retries automatically when QA is on.
Each new wash runs through the same saved direction, so a range of colourways lands with one consistent model, setting, and light.
Next step
Map this workflow into your catalog operation.
Start with the use case, then decide whether the right access path is Studio, API, MCP, or a custom enterprise rollout.