Save the product
Upload garment photos with SKU labels, categories and notes. Each saved original has an authenticated download and a content fingerprint. Generation tools use their existing shareable processing and output links.
For fashion brands and ecommerce teams
One garment. Every catalogue format. A review you can trace.
Keep the original product photo, shared shoot settings and every output together. Make flat lays, ghost mannequins and on-model images, then animate an approved still.
Open Collection StudioInspect examples and limitationsReuse the brief
Choose a model, pose, model background and ghost-mannequin framing. Every attempt saves its own settings, even when you change the collection later.
Review the detail
Compare outputs with the original. Record colour, print and logo, cut and shape, fabric detail and overall suitability before approval.
A connected fashion photography workflow
| Format | Source and controls | What to check |
|---|---|---|
| Flat lay | Original garment photo and garment-type hint. | Silhouette, proportions, repeated pattern and all visible details. |
| Ghost mannequin | Original photo, background and crop ratio. | Neckline, sleeves, seams and any reconstructed interior. |
| On-model | Original garment, saved model, pose, background and category. | Print position, logos, fabric, fit appearance and model consistency. |
| Short video | An explicitly selected approved still; 5 seconds at 720p. Paid plan required. | Detail stability across every frame. Motion can alter fabric and logos. |
Saved choices make the process repeatable; they do not guarantee identical garment details or model identity. Still formats start from the original, so errors in one edit are not automatically carried into the next still.
Know the cost of work you actually approve
The collection records every attempt, rejected output, additional attempt, customer wait and review duration. Credits per approved product format includes the cost of unsuccessful attempts. Approving several variants of the same format does not increase the count of completed product formats.
Prices come from the live tools at submission. Current estimates appear in the Studio; no fixed price or processing-time promise is made here. Subscription fees, provider costs and staff labour are excluded from the credit calculation. Review decisions do not automatically refund or hide delivered work.
Start with a small, representative collection
- Add products with distinct SKU names and photos you have permission to use.
- Save a common shoot setup. Product and collection notes guide the reviewer; they are not extra generation controls.
- Create one format, compare at full size and record needed corrections.
- Approve usable outputs, animate a selected still if needed, and export the private manifest.
Questions before a catalogue run
Does this guarantee exact garment preservation?
No. Logos, embroidery, prints, fine textures and sheer fabrics can change. Review the original against each result; generated fit is a visual approximation.
Does approving an image publish it?
No. Collection data and review decisions stay private to your account. You decide where to publish the output.
Can I automate the workflow?
Yes. The owner-scoped collection API supports products, generation attempts, reviews and manifest export. Reuse the same request key when recovering a disconnected submission. Read the API guide.
Is a 20-garment benchmark already complete?
No claim of a completed 20-garment benchmark is made. The evidence page distinguishes demonstrations, measured validation and the larger evaluation protocol.