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Flat lay to on-model photos for a clothing store

Turns flat lay or ghost mannequin garment photos into front-facing photos of a realistic model wearing each piece, in bulk. Paste the links to your garment photos, keep the prompt or edit it, and get one on-model image per garment. Review the results for fabric and print accuracy before using them on your store.

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Bulk AI Image Generator & Editor: Nano Banana, GPT Image
Bulk AI Image Generator & Editor: Nano Banana, GPT Imagefayoussef/bulk-ai-image-generator
Original
Edited
Edit
Instruction
+5 fields
Text
Number
Boolean
List
Object

Input

Photos to edit (optional):https://api.apify.com/v2/key-value-stores/xqjNfrD0kelitz5ZC/records/flat-lay-navy-hoodie.png+2
Prompts:Show a realistic model wearing exactly this garment, as one single front-facing full-length-to-mid-thigh photo, standing straight, neutral expression, plain light grey studio backdrop, soft even studio light. Output ONE photograph only: no collage, no close-up crops, no split frames. Copy the garment exactly as in the photo: same color, cut, length, fabric, buttons, pockets and stitching. Do not add, remove or invent any design details.
Image model:google/gemini-3.1-flash-image
Aspect ratio:3:4
Image resolution:1K

Output fields

Original
Edited
Edit
Instruction
Product kept exact
Aspect ratio
Model
OK
Error

How it works

Sign up on Apify or log in

The Bulk AI Image Generator & Editor: Nano Banana, GPT Image Actor is ready to run with the inputs already set for "Flat lay to on-model photos for a clothing store". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Flat lay to on-model photos for a clothing store" task

The Bulk AI Image Generator & Editor: Nano Banana, GPT Image Actor will start running based on the input automatically. You can also change all the input fields, like photos to edit (optional), prompts, and more, to match your specific use case.

Receive the "Flat lay to on-model photos for a clothing store" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as original, edited, edit, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Flat lay to on-model photos for a clothing store" task via API.

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