Workflow / Flatlay to model
From flatlays to
on-model collections.
Upload the garment photography you already have. Closynth organises the collection, lets your team cast and direct it, then produces every approved view as one coherent set.
Bulk upload · Human review · Production-ready outputs Collection input Look 04 / Burgundy Turtleneck
Source organised Direction approved Output ready
Source files 03 assets
Approved output / Front Product detail held
Collection look 04 On-model catalogue view
Ready Garment intelligence
Classified automatically.
Approved by your team.
Closynth identifies product type and view across the folder, then asks your team to review only the files that need a decision. Every edit is previewed before it changes the collection.
Review 98% 
99% 98% Product name Wool Overshirt
Garment type Outerwear
View Front
Confidence 98%
Review selected file
Garment type Outerwear ⌄
View angle Front ⌄
Review change ↗ Every suggested value can be reviewed and changed before it enters the collection.
Collection planning
Build the look before
you build the image.
Once every garment is understood, Closynth suggests the relationships across the collection. Approve a top and bottom, swap either piece, or send a one-piece garment forward on its own.
fall-winter / 26 Collection look plan
8 paired looks · 2 solo garments · Human approved
Creative direction
Cast once. Direct the
complete collection.
Choose the model and define the required views before production starts. The direction stays attached to the look, so every angle belongs to the same visual world.
Look 01 + 02 Styling approved
Models · Poses · Shoes · Backgrounds
Selected model Allegra
Collection review
Review the complete set.
Approve every output.
Inspect every planned view together. Each finished image stays connected to the exact model, garment and styling references used to create it.
Generated 24 outputs
Approved 21 ready
In review 3 remaining
Hover any image to inspect its source set.
Product fidelity
The source garment remains
the standard.
Generation is only useful when the final image still represents the product a customer will receive. Every approved output stays anchored to its original garment reference.
Production outcome
Less production overhead.
More usable content.
Flatlay to model is not a single-image trick. It is a collection workflow that turns the product files you already have into a planned, approved and deliverable catalogue set.
+22 Use the garment images you already have.
Bring flat lays, packshots or simple product references. Closynth organises the files before creative production begins.
Raw product files in +4 Approve one direction for the collection.
Approve the looks, model, styling and required views together instead of rebuilding the brief for every image.
One direction held +22 Deliver every planned output together.
Compare the collection, inspect its sources and approve only the images ready for product pages and campaigns.
Production-ready content out Collection pricing
Plan the collection.
Know the cost.
Set the looks and required outputs before production begins. Closynth keeps preparation reviewable, then uses credits only when your approved collection moves into generation.
The production plan is included.
Upload, organise and direct the complete collection before committing generation credits.
- Source intake
- Included
- Classification & pairing
- Included
- Model, styling & shot plan
- Included
Example collection Autumn / 26
Estimate ready Looks 12 Approved outfits
Views 6 Per look
Outputs 72 Planned assets
Credit use
Calculated before generation.
No per-image planning fee. No credits spent while the collection is being organised, paired or directed.
Flat-lay to model FAQ
Questions before
you start.
The practical details behind preparing, directing and approving a flat-lay to model collection.
Ask the production team → 01 What product images can I upload?
+
Start with the garment photography you already use: flat lays, packshots, isolated product images or simple front and back references. Clear, well-lit files give the collection the strongest source of product truth.
02 Can we review the automatic classifications?
+
Yes. Product type and view angle remain editable before the garment enters a look. Closynth shows the effect of a proposed change before your team confirms it.
03 How are models, poses and styling selected?
+
Your team chooses the model, pose plan, shoes and background. The approved direction is attached to the collection so it can be applied consistently across every look.
04 Can we define the exact views we need?
+
Yes. Plan the detail, front, three-quarter, full-length, back and portrait views required for your product pages or campaign before generation starts.
05 Does bulk processing remove human approval?
+
No. Bulk processing removes repetitive setup and sorting. Garment classifications, paired looks, creative direction and generated outputs all remain reviewable by your team.
