wiro / Virtual Try-On
Virtual Try-On
Integrate the Wiro Virtual Try-On API to deliver hyper-realistic apparel fitting directly in your web, mobile, or SaaS platform. Generate lifelike visuals of users wearing new garments with precise texture mapping, pose alignment, and fabric simulation — ideal for online retail and fashion tech solutions.
The Wiro Virtual Try-On AI model is an advanced generative system designed to create realistic visualizations of people wearing different clothing items. It enables users to digitally "try on" apparel without physical fittings, providing a fast, accurate, and highly engaging virtual shopping experience.
Using two main inputs — an image of a person and a separate image of a garment — the model intelligently synthesizes a new image where the clothing naturally conforms to the subject’s body shape, posture, and proportions. It automatically adjusts for fabric texture, lighting, and folds to deliver lifelike results that mirror real-world appearances.
Core Capabilities
- High-Fidelity Virtual Fittings: Generates realistic visuals of apparel on human figures, maintaining texture, lighting, and perspective accuracy.
- Advanced Garment Adaptation: Automatically aligns clothing to match body shape, size, and movement for natural and comfortable presentation.
- Pose and Contour Awareness: Detects body posture and orientation to ensure precise garment placement and lifelike draping.
- Seamless Integration: Available via API for embedding in e-commerce platforms, web and mobile apps, and SaaS solutions.
- Scalable Performance: Supports batch generation and high-volume processing for large online retail inventories.
Use Cases
- E-Commerce Platforms: Provide shoppers with an interactive, realistic try-on experience to boost engagement and reduce product return rates.
- Fashion Retailers: Create virtual fitting rooms and showcase entire collections on diverse models without the need for physical photo shoots.
- Marketing and Advertising: Produce high-quality visuals of apparel on models with customizable poses and settings for campaigns or product pages.
- Styling and Design Tools: Integrate into digital fashion design or styling apps to preview outfits, color variations, and fit adjustments instantly.
- SaaS and Developer Integration: Incorporate the Wiro Virtual Try-On API into online services or retail software for automated, on-demand virtual fitting capabilities.
Why Choose Wiro’s Virtual Try-On AI
Traditional photoshoots and fitting sessions are time-consuming and costly. Wiro’s Virtual Try-On AI model streamlines this process by combining advanced computer vision, body mapping, and garment simulation technologies to deliver instant, accurate, and visually appealing results. It allows brands and platforms to scale product imagery efficiently while maintaining realism and consistency across all outputs.
Built for retailers, designers, and developers, the Wiro Virtual Try-On AI model bridges creativity and commerce. It enhances customer experience, accelerates production workflows, and helps businesses visualize fashion in a modern, interactive, and cost-effective way.
Reimagine apparel visualization with Wiro Virtual Try-On AI: realistic, flexible, and ready for the future of digital fashion.
API quick start
Run Virtual Try-On with a single API call.
{
"inputImageHuman": "https://your-cdn.com/input.png",
"inputImageClothes": "https://your-cdn.com/input.png",
"style": "virtual-try-on",
"pose": "auto"
}