What fashion imagery must get right
Check the silhouette, fabric, and logo against the product, and make sure the pose and framing suit the purpose. Review product fidelity and usage rights before publishing generated images.
AI Creative Studio · AI Studio
Beyond the limits of a photo shoot,
fashion visuals made with AI
ONDO AI STUDIO brings virtual model shots, lookbooks, product imagery, technical flats, editing, and team sharing into one fashion workspace. Start with the product images you already have.
Virtual models · virtual fitting · AI lookbooks · technical flats · retouching · team library
- CreateModels and imageryPrompts and reference images
- FitLooks and posesOuterwear, tops, and bottoms
- StyleLookbooks and conceptsEditorial, street, and product
- ConvertTechnical flats and SVGProduct images, flats, and SVG
- StoreAsset libraryFolders, favorites, team sharing
- RefineEdit the resultRetouch, crop, and extend
The Problem
Spend less time preparing one shot.
Explore more creative directions.
Booking a model and arranging a shoot for every new product takes time and effort. Describe the model and style you want, add your product images, and create and refine different visuals without organizing another shoot.
Workflow Design
More than one image.
A connected fashion production workflow.
Create a model, dress it with your product, and style the scene. Continue into technical flats and focused edits, checking that the silhouette and fabric still represent the real item.
Create and review with ONDO AI STUDIO
Combine models and garment images, choose poses and styles, and refine results with prompt enhancement and targeted edits. Keep completed assets in the team library.
- Layered virtual fitting
- Pose and aspect ratio selection
- Prompt enhancement
- Two-way flat conversion
Capabilities
One studio, from creation to editing
Create model shots and lookbooks, convert product images to technical flats, and refine details. Use each tool on its own or connect them into a workflow, then keep the results as reusable team assets.
Creation tools
Virtual model creation
Describe the look, age range, and body type you need to create a virtual model. Generate full-body and portrait images for virtual fitting.
Virtual fitting
Combine outerwear, tops, and bottoms on an AI model. Try different poses and choose the styling that suits each product.
Prompt-led concept imagery
Pair prompts with shooting styles to create AI lookbooks and concept imagery, from editorial to streetwear.
Technical flat conversion
Turn a product photo into a technical flat for production instructions, or a flat into a product image. Export to SVG as needed.
Asset library
Organize model shots, lookbooks, and technical flats into folders. Share them with the team and save favorites for future work.
Inpainting and retouching
Brush over the area you want to change and describe the edit. Refine the part you need without regenerating the whole image.
01 / DEMOFTag · Image analysis
Upload an image. Get structured data.
Extract category, color, fit, and season from a product photo in seconds instead of tagging each field by hand.
Click to run
02 / STUDIOAI Studio · Image creation
From AI model shots to lookbooks in one workflow
Create a virtual model, dress it with your product, and style the scene you want.
Create product imagery and lookbooks in the same workflow.
1Create AI modelCharacter sheet
2FittingBase model · outfit
3ImageShooting style
Create AI modelDescribe the character to generate a full-body front view and portrait in one character sheet.
Example: Eastern European woman in her mid-twenties, blue eyes, fair skin, long dark-brown waves
＋Library
Character sheet · one full-body view and one portrait
In the result, choose Bookmark for fitting. Only bookmarked sheets appear in the next step's library.
FittingSelect a bookmarked character sheet and upload garments to create fitted looks.
1. Base model · Required UploadLibrary
⚑ Only bookmarked models appear here.
Sheet 1
2. Upload garment images
Outerwear 0/1
⬆ Outerwear image
Top 0/3
⬆ Top
⬆ Top
⬆ Top
Bottoms 0/1
⬆ Bottoms image
3. Output mode — Single image / multiple views
Front viewMultiple views4. Pose — Default pose if none selected
Front, one foot forwardWalkingHand on hipThree-quarter rightThree-quarter leftCrossed legsSide profileBack viewFitting result
Select a base model and items,
then generate a look
then generate a look
Character sheet 1 · Outerwear + top + bottoms
ImageApply a shooting style to a white-background outfit image to create ready-to-use campaign visuals.
Preset — Choose a shooting style
DefaultStudio editorialFilm moodLookbookStreet styleDramatic campaignProduct shotGhost mannequinFlat layExample: a spring coat look against a minimal studio backdrop
＋Library
One character sheet × many products → a consistent lookbook and campaign images
Generation settingsReview the AI model and output options before generating.
AI modelImage generation model BImage generation model A
Quantity123
Quality1K2K
FormatJPEGPNG
Character sheet → fitting → image
03 / SCHEMATICSchematic · SVG conversion
Turn product photos into technical drawings
Export outlines, details, stitching, and trims as separate SVG layers.
Create a draft tech pack without manual measurements.
Convert to drawingConvert to photoConvert to SVG
SVG style
Straight linesCurved linesTexturedExport outlines, details, stitching, trims, and lace as separate SVG layers.
This is an illustrative screen, not an actual product image. Drawings are for reference and do not replace measurements.
04 / RETOUCHImage editing · inpainting
Edit only what needs changing
Mark an area and describe the change to regenerate just that part.
Compare the original and edited versions to refine the result.
Brush size
PaintEraserResetHow should the marked area change?
Change the sleeves to puff sleeves
Only the marked area is regenerated. The original remains in version history.
Originalv2 edited version
Illustrative screen based on the service interface. Garment drawings and numbers are sample data.
05 / CROPImage crop · version history
Crop to the right aspect ratio and save a new version
Drag an edge or corner to keep the area you want.
The crop is saved as a new version, leaving the original available to restore.
Aspect ratio
Freeform1:14:516:9Drag an edge or corner to crop freely. Drag inside the selection to move it.
1024 × 1536 px · 2 : 3
Originalv2 edited versionv3 cropped version
Illustrative screen based on the service interface. Crop dimensions are sample data.
06 / LIBRARYLibrary · organize and share
Make finished images an asset for your team
Manage model images, fitted looks, lookbooks, and technical drawings in one library.
Share folders with your team and save favorites for future work.
Images are kept for 90 days after creation. Favorites have no time limit. Share folders with your team.
AI model
Technical drawings
Fitting
Image
Image
Image
Illustrative screen based on the service interface. Images and numbers are sample data.
Editing tools
Crop
Crop an image to the format that fits its channel and purpose.
Extend an image
Generate beyond the original frame to create a wider composition or a different aspect ratio.
Use reference images
Add color, fabric, or composition references to guide production. Attachment limits depend on the model in use.
How It Works
A connected workflow, from model creation to team sharing
Combine model creation, virtual fitting, styling, and technical flats in the order you need—or use just the tools your team needs.
Create a model
Describe the look and mood to create a virtual model for fitting.
Fit garments
Add product images to the model and choose the outfit and pose.
Style the shot
Use prompts and style presets to create a lookbook or concept image.
Make a flat
Convert a product photo into a technical flat or export it as SVG.
Save and share
Organize the results in a library and share them with the team.
Model creation, fitting, styling, and technical flats share one library. Images from one tool can become inputs for the next.
Adoption Criteria
See how the results and operating needs
fit your production workflow
Use real product images to assess creation and editing results, then agree on how the team will share and retain assets.
Input
Prepare product and reference images
Gather front and detail shots, along with the desired model and outfit conditions. Identify details such as fabric and logos that must be accurate.
Model Selection
Choose a generation model and connection
Select a model for the images and output options you need. If an external API is involved, define what is sent and how it is retained.
Review
Review before publishing
Compare generated silhouettes, fabrics, and logos with the actual product, refine what needs work, and confirm usage rights.
Output
Output for each channel
Choose poses, styles, and aspect ratios for anything from product listings to brand lookbooks. Confirm resolution and file formats for the connected model.
Asset Management
Keep assets useful to the team
Organize and share generated images. Set retention, deletion, and sharing policies for your operating environment.
Workflow
Create, review, and reuse
Connect model creation, fitting, styling, and technical flats. Review and share the results so they can be used again.
Scope & Validation
Set up creation and asset management
around the way your team works
Try the creation and editing tools on real product images. Define output options and data management rules alongside the workflow.
| Generation options | Output count, resolution, file format, and aspect ratio; supported combinations vary by model |
|---|---|
| Fitting poses | Front, walking, side, and back poses, with results reviewed before use |
| Shooting styles | Editorial, lookbook, street, product, ghost mannequin, and flat lay presets |
| Flat conversion | Product to flat, flat to product, and flat to SVG |
| Prompt handling | Turn input conditions into detailed shooting directions for the generation model |
| Retention policy | Agree on retention, favorites, deletion, and team access at adoption |
| Storage | Connect generation requests with resulting files in the library |
| Collaboration | Set sharing permissions by library folder |
- Use base and reference images to guide color, fabric, and composition, then compare the result with the original.
- Combine garment images in outerwear, top, and bottom layers, checking overlaps and details.
- Choose single-image or multi-image output when a lookbook calls for several views.
- Use inpainting to redraw only the brushed area instead of recreating the whole image.
Results vary with the product, inputs, and model. A team member should check product fidelity and usage rights before approving an image for sale.
Roadmap
From generation tools
to an enterprise creative asset hub
Four creation tools and the library are now available in the work interface and used by the team. Next comes integration with other internal systems.
- STAGE 0 · Complete
Design the creation pipeline
Designed the data model and storage for model, fitting, imagery, and technical flat tools.
- STAGE 1 · Complete
Launch the studio workspace
Opened a workspace from prompt entry through result review, now used within the team.
- STAGE 2 · Current
Operate multiple generation models
Choose the model that fits the task and provide library sharing, inpainting, and other editing tools alongside it.
- STAGE 3 · Next
Connect with other systems
Connect model and flat assets with image similarity search, sales forecasting, and other internal systems.
Ready to streamline image production?
Let's review the tagging and shooting work your team handles manually today.