Scope-aware application
Avoid replacing a full outfit when only an upper or lower garment is requested.
Clothing visualization
Try clothing on a photo with scope-aware AI generation
Create an AI clothing try-on for complete outfits, upper wear, or Bottom Wear while preserving unrelated parts of the person image.
Direct answer
How does AI clothing try-on work?
AI clothing try-on uses a person photograph and a product reference to create a new visual preview. In TryRobe, the requester can specify a complete outfit, upper wear, or Bottom Wear. The generation instructions aim to transfer the requested garment while preserving the person's identity, pose, body proportions, background, and unrelated clothing.
Clear inputs matter. The person should be visible and reasonably front-facing, while the product image should show the intended wearable clearly without confusing collages or unrelated people. When separate upper and lower references are used, TryRobe treats them as an advanced multi-image workflow.
What this workflow provides
Complete-outfit default
When no narrow scope is selected, apply the complete visible wearable set.
Lighting-aware instructions
The generation prompt asks the model to harmonize product lighting with the original scene.
How it works
- 1Select a clear person photograph.
- 2Choose a clothing product reference.
- 3Select complete outfit, upper wear, or Bottom Wear.
- 4Generate the preview.
- 5Review it as a visual aid rather than physical-fit evidence.
Supported context
Shirts and tops
Trousers and skirts
Dresses
Co-ord sets
Sarees
Kurtis and ethnic wear
- Scopes
- Full, upper, lower
- Multi-image
- Advanced workflow
- Human faces in product images
- Ignored by prompt
- Exact sizing
- Not provided
Questions and factual answers
What if a product image contains a model?
TryRobe's generation instructions tell the model to ignore people, faces, bodies, backgrounds, and poses in the product reference and use only the wearable product.
Can I combine separate upper and Bottom Wear product photos?
Yes. The advanced workflow accepts separate upper-wear and Bottom Wear references and uses the higher configured credit cost.
Will every image work equally well?
No. Occlusion, blur, extreme pose, weak lighting, ambiguous products, and low resolution can reduce output quality.
Continue exploring TryRobe
Choose the TryRobe path that matches your workflow.
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