Standard
$0.007 /image
Virtual Try-On Image Generation
Virtual Try On API
Place garments onto our AI fashion model images from the Kling AI try on generator with our free demo, then build an AI virtual fitting room for your store with the Virtual Try On API. Start creating with PiAPI today!
How AI Virtual Fitting Rooms Work
Follow these 2 steps to turn flat product photos into realistic AI virtual try-on experiences for your shoppers.
Upload model and garment images
Start by uploading a clear photo of your model along with a front-facing garment image. For best results, use clean backgrounds and consistent lighting so the AI can accurately place the clothing.
Generate try-on previews and integrate the API
Generate AI try-on images directly in the playground to validate quality, then call the Virtual Try-On API from your ecommerce store to power product detail pages, lookbooks, and virtual fitting room experiences at scale.
Virtual Try On API Pricing
Final generation price is $0.007 * Batch Size.
Virtual Try On API FAQ
What is the Virtual Try On API?
The Virtual Try On API lets you place garments onto model images using AI, powered by Kling. You send a model photo and garment reference images, and the API generates a realistic try-on image suitable for e-commerce, lookbooks, and virtual fitting room experiences. Start creating with PiAPI today!
What can I build with the Virtual Try On API?
Common use cases of try on AI include virtual fitting rooms, product detail page try-on widgets, shoppable lookbooks, influencer or UGC try-on campaigns, and internal tooling to visualize outfits across many models and poses. Our Kling virtual try on API is suitable for a diversified range of use cases.
How do I get started with the Virtual Try On API?
Create a PiAPI Workspace account, then open the Virtual Try-On workspace to test the flow. When you're ready to integrate, follow the Virtual Try On API docs for request/response examples.
How is the AI fashion API different from a generic image generation API?
Our AI fashion API is purpose-built for clothing and outfit visualization, not just generic image synthesis. It uses a virtual try on AI model that understands garments, body shapes, and poses, so your results look like realistic outfit photos instead of random stylized images.
How does the Kling AI virtual try on model work behind the scenes?
The Kling AI virtual try on experience in PiAPI is powered by a specialized virtual try on AI model that combines body parsing, garment segmentation, and generative AI virtual try on to re-render clothing onto the model image. This allows the fabric, fit, and drape to adapt naturally to the person's pose and lighting, rather than simply overlaying the garment.
Is the AI virtual try on API suitable for production e-commerce use?
Yes, our AI virtual try on API runs on a production-grade generative AI virtual try on stack that's already used in storefront previews, lookbooks, and UGC workflows. Many teams pair the API with other PiAPI services to build a full AI fashion API pipeline for content creation, testing, and deployment at scale.
Is there a free trial?
Yes, when you first sign up for a PiAPI Workspace account, you receive free credits that can be used to test the Virtual Try-On workspace and AI fashion design generator before committing to larger volumes.
Can I use Virtual Try-On outputs commercially?
Yes, PiAPI does not place additional restrictions on commercial usage of outputs generated with your paid credits. Please also review Kling's and PiAPI's terms of use to ensure compliance for your specific application.
Are there refunds?
No, we do not offer refunds. But when you first sign up for an account on PiAPI's Workspace, you are given free credits to try our playground and our API (specifically the "Pay-as-you-go" service) before making payments!
How can I contact the PiAPI team?
Please email us at support@piapi.ai - we'd love to talk more regarding our product offering!