Virtual outfit modeling

Create clothing model photos with AI

Combine clothing assets into an outfit, then choose a model appearance, scene, and pose to preview it on a model. This suits new clothing listings and outfit content, but generated images are not real fitting measurements. Check garment shape, prints, and materials against the actual items.

Illustrative clothing-to-model board: navy blazer and cream trousers in front and three-quarter studio poses
Raven AI · Virtual outfit modelingIllustrative design example
DESIGN FOR THE PLACEMENT

Product images for Amazon, Shopify, Etsy and global stores

Raven AI separates five jobs: product listing sets, SKU / variant images, product-page sections, reference layouts and clothing model photos. Choose your sales platform, target market and image copy language separately. The platform selector guides the design; it does not upload, publish or approve the result.

Choose the destination and image role before generating
DestinationUseful starting pointCheck before publishing
AmazonProduct-only main image; separate lifestyle and detail images. Use the actual A+ module size for content sections.Main listing images need a white background. Review category rules; added logos and labels are not a substitute for product photography. Amazon image requirements ↗
Shopify / WooCommerceConsistent gallery ratios and one image per actual variant; separate banners and page sections.Shopify recommends 2048 × 2048 px for square product images. Preview your theme’s gallery on mobile. Shopify media guide ↗
EtsyKeep the actual item visible in square and landscape thumbnail crops.Etsy recommends at least 2000 px in both dimensions and generally requires original photos of the actual product. Image sizes ↗ · Original-photo policy ↗
eBayClear views of the actual condition and included items.Avoid text, border and logo overlays on listing photos. Check the current listing rules. eBay listing pictures ↗
Walmart Marketplace / TikTok ShopKeep product galleries distinct from promotional creatives.Review current country and category standards in your seller account. A vertical campaign graphic is not a universal listing format.

SKU image or main listing image?

A SKU image identifies the real color, size or bundle being sold. Match each variant to its own source photo and verify labels and quantities. Logo cards can work in permitted brand or promotional placements; for product-only marketplace slots, turn off labels and logo overlays and keep a white background.

Aspect ratio is not resolution

1:1 describes a square canvas, not a fixed pixel size. Choose the resolution separately and inspect the downloaded file. Amazon A+ presets create specific module-sized images, while store-page sections use the selected canvas ratio. Do not stretch an image to make it fit.

THREE SIMPLE STEPS

Virtual outfit modeling How does it work?

Follow the steps from upload to download

  1. 01

    Choose E-commerce Images → Virtual Try-On and upload the clothing to display. Multiple items should form one clear, wearable outfit rather than conflicting variants.

  2. 02

    Choose a model appearance and optionally upload a model reference you are authorized to use. Select a studio, street, or other scene, or enter a custom scene. Set 1 to 3 poses per scene.

  3. 03

    Review the total image count and estimated credits, then start creating. Check garment color, collar shape, length, prints, and occlusion in each result before downloading for visual presentation.

✳ Usage tips

Test one image in one scene first. Confirm the neckline, sleeves, buttons, and outfit combination before adding poses to avoid repeating the same clothing errors across a large batch.

After processing, view the current canvas in the editor, compare before and after, and download the result as needed.

ILLUSTRATED USER GUIDE

Virtual outfit modeling Illustrated guide

Raven AI product guide · Updated

Before you start

Upload clothing assets that form a complete outfit, with an authorized model reference if needed. Generate a small trial to check the garment shape before adding scenes and poses.

A PRACTICAL WORKFLOWOpen this workflow ↗

Office outfit photos from garment images

Upload clear garment photos. Ask for a front and three-quarter pose so shoppers can understand the outfit without changing its design.

Office outfit photos from garment images: illustrated design example
Illustrated example · Use your own product photos and confirmed copy.

Suggested setup

Workflow
Clothing / model images
Garments
Navy blazer and cream trousers
Scene
Neutral studio
Poses
Front and three-quarter

Before you generate

Upload your own clear, authorized materials. Replace sample copy with your confirmed information. Review the model, quality, size and estimated credits shown in the tool.

Office outfit photos from garment images: actual English workspace and settings
English desktop workspace · Open to zoom in. The screenshot shows controls, not a submitted generation task.

Copy this example, then adjust the facts

Dress an adult model in the uploaded navy blazer and cream trousers. Preserve the garments’ colors, lapels, fastenings and silhouette. Use a neutral studio and natural skin texture. Make front and three-quarter poses with realistic fit. Do not add patterns, logos, extra pockets or accessories not present in the materials.

What each setting does

Expand the options below for their purpose and practical tips. The available settings depend on the selected workflow and model.

Product Name, Key Features, and Factual Information

The name identifies the task; factual information guides the copy and product content. Both still require clear assets.

Product name

Identify products and creation records.

Tip: Use a short name without keyword stuffing. Each SKU name is entered separately and is required.

Product benefits and factual details

Enter verifiable uses, materials, structure, dimensions, and included items.

Tip: Organize it as Uses / Visible structure / Verified specifications / Not included. Do not let the model guess capacity, certifications, or therapeutic effects.

Additional instructions

Describe the background, composition, details to preserve, and elements to exclude.

Tip: Specify three or four key constraints at once. Preserve the color and clips; add no accessories is easier to verify than Make it more premium.

In this example: Lunch box: two visible side clips; the interior is not shown. The example supplies no material or capacity data, so omit those claims. Do not add cutlery or imply it is included.

Sales platform

Choose the destination before designing the image. A platform preset guides creation; it does not publish the image or certify compliance.

Online store

General product galleries and promotional layouts.

Tip: Choose the ratio for the actual placement, not just the product category.

Amazon

Product listing sets and Basic or Premium A+ modules.

Tip: Main images and A+ content have different rules. Match the exact module in Seller Central; a logo SKU card is not a main listing image.

Shopify

Consistent product galleries, variant images and product-page sections.

Tip: For square product images Shopify recommends 2048 × 2048 px. Select a suitable resolution and preview your theme’s crops on mobile.

Etsy

Plan listing compositions and supporting product visuals.

Tip: Etsy recommends images at least 2000 px in width and height and generally requires original photos of the actual product. Do not substitute an AI rendering for required original photography.

eBay

Show condition, angles and actual included accessories.

Tip: Use accurate product photos without added text, borders or logo overlays; confirm current category rules.

Walmart Marketplace

Product-only main images and supporting gallery content.

Tip: Verify your category’s current image standards, actual dimensions and included items before uploading.

TikTok Shop

Product listing visuals and separate promotional creatives.

Tip: Square listing images and vertical promotional content serve different placements; do not assume 9:16 is a listing rule.

WooCommerce

Product and variant galleries for a WordPress store.

Tip: Keep ratios consistent and check the active theme’s cropping and mobile gallery.

In this example: For a Shopify variant gallery, start with 1:1 and English copy. For Amazon’s main listing image, use a product-only white background without added labels or a logo.

Target market

Set the intended audience separately from the language inside the image.

Global

Guide context for an international audience.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

United States

Guide context for United States shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

United Kingdom

Guide context for United Kingdom shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

Canada

Guide context for Canada shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

Australia

Guide context for Australia shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

European Union

Guide context for European Union shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

Japan

Guide context for Japan shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

Southeast Asia

Guide context for Southeast Asia shoppers.

Tip: Use verified units, pricing and product facts. The market selector does not perform legal checks or automatic currency conversion.

In this example: United States audience with English copy; metric measurements may still be useful when your verified product specifications use them.

Image copy language

Choose the language for generated text, independently of platform and audience.

English

Use English for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Spanish

Use Spanish for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

French

Use French for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

German

Use German for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Italian

Use Italian for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Portuguese

Use Portuguese for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Japanese

Use Japanese for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Korean

Use Korean for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Thai

Use Thai for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

Malay

Use Malay for image copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

No text

Create an image without added marketing copy.

Tip: Supply approved wording and check spelling, numbers and product claims. Preserve the real product’s own markings.

In this example: English for a product benefits graphic; No text for a clean listing image.

Image size / aspect ratio

Controls the output format, not the canvas zoom level.

1:1

Square product images and variant thumbnails.

Tip: Leave enough margin to avoid cropping the product in square thumbnails.

3:4/2:3/9:16

For portrait content. Choose from the available values.

Tip: 9:16 is narrower and taller, so shorten wide headings. SKU images support only 1:1, 3:4, and 4:3.

4:3/3:2/16:9

For landscape scenes and placements. Choose from the available values.

Tip: Allow enough width for the layout. Available ratios in a mode vary by platform; not every feature offers every ratio.

970×600/970×300

Amazon Basic A+ creation presets.

Tip: Available only in the corresponding detail mode. Match it to the target module in your seller account before use.

1464×600/600×450

Premium A+ desktop / mobile creation presets.

Tip: Device combinations and custom aspect ratios are separate approaches. Check the downloaded file's actual pixel dimensions.

In this example: For this tumbler SKU workflow, request separate 1:1 image. Choose detail-module dimensions for the desk fan according to the intended publishing slot. The combined illustration board is not an individual upload-ready SKU or A+ module.

Visual style

Sets a consistent photography style, palette, and spacing without overriding product facts. Hidden when SKU images follow a reference layout.

Refined minimalism · Soft lighting · Clean white space

Emphasize the product outline and a clean background.

Tip: Verify color and structure first. A refined look does not call for extra accessories.

Fresh and natural · Everyday lifestyle · Warm tones

For home, gardening, and everyday settings.

Tip: Distinguish scene props from included items.

Professional tech · Cool lighting · Clear hierarchy

For clearly presenting structure and specifications.

Tip: Do not invent ports or technical features to fit the style.

Youthful energy · Bright colors · Playful layout

Emphasize color and a lively mood.

Tip: Use a bright background without tinting the product's actual color.

Elegant luxury · Dark backdrop · Directional lighting

For a dark mood and material-focused presentation.

Tip: Dark products can blend into the background. Specify rim lighting to keep the outline visible.

In this example: Use Minimal and Refined for the lunch box and Fresh and Natural for the watering can. Change only the style to compare its effect.

Generation Model, Quality, and Resolution

The model determines available settings, quality guides generation, and resolution sets the output level. Use the cost shown in the current interface.

Generation Model

Choose a model currently available in the interface.

Tip: Test product fidelity and text with a few images first. This tutorial does not fix model versions, prices, or capability guarantees.

Generation Quality (If Available for the Current Model)

Choose a quality level supported by the model.

Tip: Some models do not offer this control. A higher level does not guarantee correction of inaccurate facts or product structures.

Output resolution

Choose a level supported by the current model for the final display size.

Tip: Review a lower-cost draft before creating the final version. Viewing the canvas at 200% does not double the file's pixel dimensions.

In this example: Finish one lunch box concept and confirm its color and clips before increasing settings for the final version. Check estimated credits before submitting.

Create, Pause, Continue, Records, and Downloads

Manage tasks and downloads without changing the images' intended uses.

Start Creating / Create Selected SKUs / Submit New Task

Create a new task from a snapshot of the current assets and settings.

Tip: Asset changes affect only new submissions, not existing tasks. Check the image count and credits first.

Pause Queued Tasks

Stop queued items that have not yet been submitted.

Tip: Submitted items may still finish. Later SKU images wait until the first image is complete.

Continue Unfinished Tasks / Continue Checking

Resume the queue or check existing tasks.

Tip: Checking existing tasks does not resubmit them. If submission status is unknown, check records before retrying repeatedly.

Generate again

Failed items may be resubmitted and incur new charges.

Tip: First check whether the task already has a taskId and read the interface guidance. Regeneration is not a free refresh.

Download Image / Download SKU ZIP

Save the current image or a ZIP of completed SKU results.

Tip: The ZIP excludes unfinished items. Truncated name displays do not change the actual filenames.

Project History, Clear Canvas, Zoom, and Pan

Switch records, organize previews, and zoom in to inspect.

Tip: Clearing the current view does not delete tasks or creation records. Zoom, Fit, and detail-page Fit Width / Overview do not change downloaded pixel dimensions.

In this example: If only two of three organizer variants are complete, download those two first. After resuming, check the third.

Clothing items and model reference

Use up to 6 item images for a coordinated outfit and up to 1 model reference image.

Clothing and accessories

Upload tops, bottoms, shoes, or matching accessories.

Tip: Use separate tasks for different color variants of the same garment. The blazer and trousers here form one outfit; conflicting versions of the same garment should not be combined.

Model reference (optional)

Use it to guide the model's appearance.

Tip: This is not the clothing upload field. Check the person's consistency and any real-person identity.

In this example: For the English example, upload the navy blazer and cream trouser photos as garments. A model reference is optional. Whether either item is included in the offer must come from your actual product information, not the styled illustration.

Model appearance

You can choose a model direction without a reference photo.

Adult woman, natural makeup / adult man, fresh natural look

Everyday casual styling.

Tip: Keep the clothing visible and prevent the background from distracting from it.

Adult woman, mature and elegant / adult man, mature and composed

Simple business styling.

Tip: Do not automatically add a suit or accessories that change the product presentation.

Girl around age 7 / boy around age 7

For children's clothing displays.

Tip: Use only for appropriate children's clothing; this does not establish garment sizing.

Model with face out of frame

Focus on the garment's cut.

Tip: Make sure cropping out the head does not also crop out the collar.

In this example: Use a simply styled adult woman for this example. Start with one model direction.

Photo settings, custom settings, and pose count

Generate 1–3 options per setting, with a maximum of 20 planned images in total.

Studio shoot with a solid backdrop

Check the garment's cut and color first.

Tip: Check the placket, chest pocket, and sleeve openings first in the studio results.

City street / corner café

Everyday commuting and city settings.

Tip: Keep tables, bags, and arms from obscuring the clothing.

Natural lawn / vacation beach

Outdoor and vacation imagery.

Tip: Lighting changes should not change the product's color. These images do not establish sun-protection performance.

Cozy home / art gallery

Indoor styling and design-focused settings.

Tip: Limit background decorations and obstruction by the model.

Custom shoot location

Add a more specific setting.

Tip: This adds another setting to the plan; it does not replace selected settings.

1 / 2 / 3 poses per setting

Increase the number of options.

Tip: Start with 1 or 2 poses to check the result. Add pose details to Additional Requirements, but exact poses are not guaranteed.

In this example: This example uses 1 studio image + 1 street image = 2 images. Choosing 2 poses per setting produces 4 images and increases the cost accordingly.

Workflow: clothing, model, scene, and pose

Open Virtual Try-On and upload clothing in Product Assets. Model Reference is a separate optional area. Without a model photo, choose appearance settings; do not upload clothing again as a person reference.

Scroll down to configure scenes, choosing 1–3 poses per scene or entering a custom scene. More scenes increase image count. Check the total and estimated credits before starting, then inspect each garment’s neckline, buttons, and prints in every result.

Scene settings: assign a pose count to each scene

Select environments in Scenes or enter a custom scene, then set poses per scene. Each added scene increases the planned image count by its pose count.

Validate one scene before adding a combination. Model references and clothing assets serve different purposes. For a specific person, confirm permission and upload through Model Reference.

Check this list when finished

  • The outfit combination makes sense, with consistent styles, colors, and patterns.
  • Body poses and overlaps look natural, and arms do not hide important details.
  • Do not use generated images to infer actual sizing or real fit.

How do I fix a problem?

Multiple garments merged into a different style

Reduce conflicting assets and identify each top, bottom, or accessory. Process different color variants separately.

The model hides garment details

Check garment shape with a clean studio scene and front-facing pose first, then add complex scenes.

WHEN TO USE IT

When to use it Virtual outfit modeling?

New clothing visuals: use flat lays or clear individual-item photos to explore studio, street, and other on-model presentations, with assets in different poses.

Outfit content planning: compare the feel of different scenes using the same top, bottoms, and accessories. Keep the outfit consistent across images instead of changing clothes in every result.

Clothing Assets: Show Garment Shape and Details Clearly

Choose photos showing the complete garment without obstruction and with color close to the real item. Necklines, cuffs, plackets, hems, and key prints matter especially. Add side or detail views of the same garment if needed. If only half is visible, the model may guess unseen structures.

When combining items, specify the relationship between tops, bottoms, and accessories. Create different color versions of the same item separately to avoid mixing colors, patterns, or buttons in one result. Upload up to 6 product assets; more assets do not necessarily improve accuracy.

Model Selection: Preset Appearance or Reference Photo

Without a model photo, choose a preset appearance. To reference a particular person's look, upload a model photo you are authorized to use. Reference photos are optional, so real-person assets are not needed to start.

Model selection guides visual generation without guaranteeing an exact identity or actual body measurements. Prioritize clear garment shape, keeping hair, arms, and accessories from hiding important necklines, waistlines, and prints.

For product detail explanations, favor clean backgrounds and clear front-facing poses. For outfit content, try natural walking or side views while keeping enough garment detail visible.

Scenes and Poses: Two Ways to Present One Outfit

Scenes include Solid-Color Studio, City Street, Corner Café, Natural Lawn, Vacation Beach, Cozy Home, and Art Gallery, plus custom scenes. Studio views show garment outlines; lifestyle scenes convey context. Always check the clothing itself.

Set 1 to 3 poses per scene. Confirm the clothing in a studio view first, then add a street scene for the same outfit. This makes problems easier to spot than changing the person, clothes, and background together. Scene and pose combinations increase the count, with a maximum of 20 images per plan.

For the navy blazer and cream trousers, first request a front studio pose, then a three-quarter pose in the same neutral setting. Check the lapels, fastenings, pockets, trouser silhouette and colors against the garment photos. A generated change in a pocket or seam is not evidence of the actual design.

Prompt Example: Specify What to Preserve

Example prompt: 'Dress an adult model in the uploaded navy blazer and cream trousers. Preserve their colors, lapels, fastenings and silhouette. Use a neutral studio with front and three-quarter poses. Keep important garment details visible and add no patterns, logos, pockets or accessories absent from the supplied materials.' Replace these details with your own garment facts.

If the result is wrong, identify whether the cause is unclear assets, conflicting outfit items, or an obstructing pose, then adjust that requirement. Describe the issue specifically: Match the left pocket position to the original is easier to verify than Make it more realistic.

Before Publishing: Verify Appearance Using Real Sizing and Fitting Data

Check garment length, sleeve length, collar shape, button count, print placement, fabric texture, and left-right symmetry, then check how hands overlap clothing. Look for stretched stripes, invented pockets, and accessories that change between images.

AI try-on images are generated visual presentations. Do not infer whether a customer will fit the garment, its actual drape, or its precise size from the model image. Size charts, fabric composition, and fitting guidance require real information. Follow the publishing channel's rules for generated content.

GOOD TO KNOW

FAQs before you start

Can I start without a real model photo?

Yes. Upload clothing assets and choose a model appearance. Model reference photos are optional.

Can I combine several clothing items into an outfit?

Yes. Combine wearable items such as a jacket, trousers, and accessories. Clearly describe the outfit and avoid treating different variants of the same garment as one outfit.

How many poses can I generate per scene?

Currently, choose 1 to 3 poses per scene. More scenes increase the image count, with a maximum of 20 images per plan. Use the credit estimate shown before generation for the cost.

Are prints and garment shapes guaranteed to stay unchanged?

No. Provide clear detail photos and preservation instructions, then zoom in to check the result. Use real photos as the reference for exact patterns and key structures.

Can AI model images determine the actual size or fit?

No. Generated images do not provide measurements from a real fitting and should not replace actual size charts, fabric information, or fitting guidance.