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The garment shot flat comes back worn by a body you cannot see: front, back and collar detail, in the same white studio. The workflow is visible here, without an account.
Real workflow, real results. Pan and zoom freely.
Use this workflowThree flat views in the reference sheet, one studio art direction, three worn shots. Open the nodes to read the prompts.
At a glance
The ghost mannequin is the standard product page photo in ready to wear: the garment keeps the volume of a body, but there is nobody inside. In a studio that needs a bust, a shoot and retouching. Here, three flat photos are enough.
The hard part is not the volume, which models handle well, it is the FIDELITY of the piece: the exact colour, where the seams sit, the number of buttons, the shape of the collar. With a single front photo the model invents the back and gets the details wrong, and the product page lies about what the customer will receive. Hence the three view reference sheet, one of them a macro of the collar.
The art direction keeps the three shots in the same studio: seamless white, soft light, discreet contact shadow. Seedream 5 Pro and Flux Kontext are the two models to favour here, the first to generate, the second to edit an existing piece. The comparison Flux or Seedream covers the choice.
Photograph the piece flat
Front, back, and a macro of the collar or a signature detail. Flat, well lit, no stray creases: it is the model's only source of truth.
Describe the piece
The reference sheet also carries text: material, colour, number of buttons, type of collar. That text catches what the photo renders badly, like a fine weave.
Fix the studio
The art direction node describes the background, the light and the shadow. Explicitly ban people, mannequins and hands: without that, an arm eventually shows up.
Generate the three shots
Front, back, detail. The word that matters in each prompt is « hollow »: a collar open on an empty neck, empty cuffs. That is what separates a worn render from a garment laid down.
The same canvas, tuned for different needs: each variation is two or three lines of prompt away.
The simplest and most reliable case: three flat-lay photos, one worn render with shoulder volume. The macro of the collar is what saves the render, because that is the detail a model invents first when information is missing.
A second-hand garment sells better worn than flat, and nobody wants to model every piece. The workflow renders the worn look while keeping visible wear, provided you show it in the reference photos.
Front, back, detail: the three visuals a product page expects, in the same white studio. The art direction guarantees they match from one item to the next, which gives a coherent shop rather than a patchwork.
Small sizes work, but the model tends to give them adult proportions. State the target size in the card description, and check sleeve length on the render.
Wire the front visual into a Video node: a slow five-second rotation with Kling 2.5 Turbo gives the shot most product pages lack, for twenty-six credits.
The model then invents the back and gets the seams wrong: the product page lies about what the customer will receive. Front, back, and a macro of the signature detail.
Without an explicit ban on models, hands and faces, an arm eventually appears in frame. That belongs to the art direction, not to each visual's prompt.
Stray folds are copied as characteristics of the fabric. Iron the piece before photographing it, that is worth more than any retouching afterwards.
Yes, that is the intended use: the reference sheet accepts your own product photos. The template ships with examples so the canvas opens full, and they are replaced in two clicks.
On a shirt, a dress, a jumper, yes. On very structured or sheer pieces, add one more view to the sheet and check the seams before publishing.
Wire the front shot into a video node: a slow five second rotation is enough for a product page. The product photography template shows that variant.
Yes, that is the intended use: the reference card takes your photos. The template ships with examples so the canvas opens full, and they are replaced in two clicks.
No, three flat photos taken on a table are enough. That is exactly what the workflow replaces: the body volume and the white studio are generated around the piece.
Ghost mannequin visuals on white are the standard those platforms expect. The rule that matters is fidelity to the product shipped, which is why the workflow protects colour and detail rather than beautifying the piece.
Three visuals at five credits each, so fifteen cents per item. A fifty-piece collection comes to under eight euros of credits.
Clothing photography without a model
Use this workflowFree account, no card required. The workflow opens pre-filled in your canvas.
Seedream 5 Pro
Flux Kontext
Nano Banana