Feature · Stage 4

One upload. A collection's worth of photographs.

Poses, backgrounds and colourways multiply out in a single job. The garment is decided once, so every image in the batch belongs to the same shoot.

Run a bulk shoot See credit packs

From ₹17 per photo
Results stream in as they finish
Cancel and get the shortfall back

One upload · ten frames

Generated catalog frame 01 from a single fabric upload

Generated catalog frame 02 from a single fabric upload

Generated catalog frame 03 from a single fabric upload

Generated catalog frame 04 from a single fabric upload

Generated catalog frame 05 from a single fabric upload

Generated catalog frame 06 from a single fabric upload

Generated catalog frame 07 from a single fabric upload

Generated catalog frame 08 from a single fabric upload

Generated catalog frame 09 from a single fabric upload

Generated catalog frame 10 from a single fabric upload

Example output grid. All figures are AI-generated, not photographs of real people.

What is bulk generation in AI fashion photography?

Bulk generation produces many photographs from a single job rather than one at a time. You choose a fabric, a garment type and a casting, then select several poses, several backgrounds and several colourways; the system generates every combination.

The reason to do it this way is not speed alone. Everything you didn’t vary is held constant across the whole batch — the same garment construction, the same model, the same lighting — so the images belong together. That is the difference between a catalog and a folder.

What multiplies

Three axes, one job

Each selection you add multiplies the output, so a small set of choices produces a large, coherent shoot.

Poses

Add the catalog angles, or a walking and a candid frame for social. Every pose is generated against the same garment interpretation.

Backgrounds

Studio white for the listing, warm beige for the campaign, dark studio for a festive post — same garment, three destinations.

Colourways

Ten preset shades plus your own custom colours. The same construction and motif instructions are applied each time — colour is the only thing you’re asking the generator to change.

Colour variants

Show a design in shades you haven't dyed yet

For a manufacturer this is the most commercially useful thing on the page: demand testing without a fabric commitment.

A colour variant asks the generator to reproduce the same garment — the same cut, motif and drape instructions — in a different colourway. The practical use is testing: put four shades of the same kurti in front of a buyer or on your Instagram story, see which one gets the response, and cut fabric for that one.

Ten preset shades ship with the product, and you can add your own by name and hex value so a house colour stays consistent across seasons.

The honest caveat: a generated colourway is a design mock-up, not a dye reference. Screen colour and dyed cloth behave differently, and a buyer who approves a shade from a generated image will be disappointed by the lot. Say “mock-up” when you show it.

Preset colourways

Red
Navy Blue
Forest Green
Royal Blue
Maroon
Mustard
Pink
Black
White
Grey

Plus any custom colour you name and save to your own library.

Mechanics

What happens while a batch runs

Long jobs need to behave well, not just finish.

Streaming results: Images appear as each one completes rather than all at the end, so you can judge whether the batch is worth continuing well before it finishes.
Cancel mid-batch: Cancelling stops further batches from starting; the batch already in flight finishes rather than being aborted. Credits for images never generated are refunded.
Partial-failure refunds: If some images in a job fail, the shortfall is refunded automatically. You are charged for photographs you actually received.
Free retries: A failed job can be retried without spending credits again, within a per-job limit.
Finish notifications: Browser notifications can tell you when a long job completes, so a forty-image run doesn't need supervising.
Keep what works: Every image in the run is generated at 2K, and results are reviewed one at a time rather than accepted as a block. Group the keepers with the catalog maker.

Bulk is where the per-photo price matters

Credit packs get cheaper per photo as they get larger, and credits never expire — so a manufacturer photographing a full range pays materially less per image than someone generating one listing. Compare the packs.

Questions

Bulk and colour-variant questions

How many images can one job produce?

A job multiplies out the poses, backgrounds and colourways you selected, so the count grows quickly — four poses across three colourways is twelve images from one upload. Credits are charged per generated photo, and you see the total before you start.

Do I have to wait for the whole batch to finish?

No. Results appear as each image completes rather than all at the end, so you can judge the first frame early and cancel if the direction is wrong. A cancelled job finishes the batch already in flight and refunds the shortfall.

Is a generated colour variant accurate enough to sell from?

It is accurate enough to show a design intent and to test demand before you commit fabric. It is not a dye proof — screen colour and dyed cloth are different things, and no generated image should be used to approve a shade. Describe these images as design mock-ups when you show them to a buyer.

Can I keep the same model across every design in a collection?

Yes, and you should. Pin a model, pose and background — or save the whole combination as a preset — and apply it to every design. That consistency is what makes forty listings read as one collection.

What happens if some images in a batch fail?

Credits for images that didn't produce a result are refunded automatically, and the job reports what succeeded. Individual results can also be regenerated on their own without re-running the batch.