Turn Flat Lay Photos into On-Model Photos
Upload one SKU, preserve the details that matter, and get a reviewed candidate batch that feels sellable instead of synthetic.
Proof frame
Flat-lay in, on-model out.
Flat lay input
hoodie
Original hoodie flat-lay
The source image stays recognizable so the result still reads like the original SKU.
On-model output
score 100
Delivered hoodie candidate
Top-scoring delivered output for proof blocks.
What you send
One main garment image, plus the details you cannot afford to lose.
Start with the flat-lay or hanger image that already sells the SKU internally.
This is the source image buyers already trust. The rest of the funnel should support it, not distract from it.
What we protect
The job is not just to generate a person. It is to keep the SKU believable.
source
candidate
score 95source
candidate
score 95
source
candidate
score 100Color
Keep the garment color grounded so the result reads like your actual SKU.
Logo / print
Preserve chest art, back print, and placement-sensitive brand marks.
Shape / drape
Hold onto silhouette, fabric fall, and overall fit cues that sell trust.
Structural details
Protect seams, plackets, pockets, collars, and hardware from drifting.
How delivery works
A short path from source upload to reviewed candidate set.
Upload
Start with one main SKU image and add optional detail references.
Choose template
Pick the category, model style, scene pack, and output ratio.
Authenticate and pay
Commit only when the draft looks right. Checkout stays tied to the job.
Review or fallback
Approve a reviewed candidate set or move through fallback if quality is not usable.
Price
$29 / SKU
One-time
Includes 8 reviewable candidates, audit coverage, and fallback routing if the batch is not usable.
FAQ