Clearer product visualization
Help a shopper explore how a product may look in the context of their own photograph.
AI fashion technology
AI virtual try-on for people and fashion ecommerce
Learn what AI virtual try-on is and use TryRobe for private personal previews or secure fashion ecommerce integrations.
Direct answer
What is AI virtual try-on?
AI virtual try-on creates a visual preview of a wearable product on a person's photograph. A system analyses the person image and product reference, then generates a new image that aims to preserve the person's identity, pose, scene, and lighting while applying the requested clothing, jewellery, or accessory. It is a visualization tool rather than a sizing guarantee.
TryRobe supports both personal and commercial workflows. Individuals work in a private studio, while verified businesses use authenticated APIs, asynchronous processing, idempotency, webhooks, and protected result URLs to add the capability to websites and apps.
What this workflow provides
Multiple wearable categories
Work with complete outfits, upper wear, Bottom Wear, sarees, jewellery, and other visible wearable accessories.
One platform, two paths
Use the personal studio or integrate the Business API according to the use case.
How it works
- 1Provide a clear person image.
- 2Provide a clean product image.
- 3Choose the product scope.
- 4Process the request asynchronously.
- 5Review the generated visual preview.
Supported context
Virtual clothes try-on
Virtual outfit try-on
Virtual dress try-on
Saree try-on
Virtual jewellery try-on
Accessory try-on
- Input
- Person + product image
- Output
- Generated visual preview
- Business workflow
- Asynchronous API
- Private images
- Excluded from indexing
Questions and factual answers
Is virtual try-on the same as exact fitting?
No. A generated image can help with appearance visualization, but exact physical fit depends on measurements, garment construction, fabric, and size data.
Can virtual try-on work with jewellery?
Yes, when the product reference clearly shows the jewellery item or matching set and the relevant area of the person image is visible.
How long does generation take?
Generation is asynchronous and timing varies with provider capacity, queue load, and image complexity. TryRobe reports status instead of promising a fixed completion time.
Continue exploring TryRobe
Choose the TryRobe path that matches your workflow.
Start with one complimentary standard generation or create a Business workspace for API access.